Added SED and SIR annotations (with split)

Slide_Image_Retrieval_Annotations/train.csv

@@ -0,0 +1,301 @@
+image_name,summary
+0694,A slide with a title about MVN as a model of a biological neuron and an Intermediate Maximal Inhibition State diagram.
+0629,"A slide on a complex-valued neuron and XOR problem with a diagram and text, no figure or footer. "
+1042,"A slide with an interim report for 2012, discussing revenue and net results increase, with a footer element and enumeration."
+0588,"A slide introducing Support Vector Machine with historical context and development details, including title and enumeration. "
+0344,"A slide on converting grammar to network using HParse, with a diagram, no figure, from course material."
+0338,"A slide on HMM decoding with a title, enumeration, and diagram, discussing state sequence likelihood, without footer. "
+0354,"A slide on context-dependent acoustic models and triphones with examples like stow, b-ltaa, adapted from an unidentified source."
+0349,"A slide titled ""Training (HERest)"" with an enumeration of steps for training using HERest, including concatenation and the Baum-Welch Algorithm."
+0322,"A slide outlining Speech Recognition topics like Feature Extraction and HMM, with an enumeration and title, but no figure or footer."
+0110,"A slide with a title and an enumeration on choosing an appropriate option related to data and pre-train models, no figures or footer."
+0651,"A slide highlighting the higher functionality of MVN with a multi-valued activation function, using enumeration and a chart, without any figures or footer."
+0099,"A slide titled ""seq2segq Pretraining and Beyond"" with a diagram, no figure or footer."
+0660,"A slide featuring Hebbian Learning for MVN with a diagram and title, no other elements mentioned. "
+0574,"A slide with a diagram and footer element, lacking specific content details."
+0725,"A slide with a title and enumeration detailing an interim report with a chart on SG&A, discussing cost absorption and revenue, no figure. "
+0622,"A slide titled ""Wine"" with an enumeration on dataset imbalance and cross-validation, part of a presentation without any figures."
+1002,"A slide titled ""Methods"" with an enumeration describing a similarity function, a diagram, and no footer or figure."
+0749,"A slide on predictor performance metrics with enumeration on prediction errors and outcomes, no figures."
+0324,"A slide discussing speech recognition challenges with contextual effects, speaker variability, and environment variability, with a chart and code."
+0638,"A slide on multiple-valued logic with enumeration and title, no figure or footer, referencing Jan Lukasiewicz, source unknown."
+0579,"A slide with enumeration and title ""How we classify"" and footer element, possibly a chart, without code. "
+0134,"A slide with a title ""Example 1"" and an enumeration discussing comparison operations, problem size, and running time. "
+0759,"A slide with a title and enumeration, no figure or footer detected. "
+1005,"A slide on recommender systems ranking, detailing Recall@20 and MRR@20, with a title, enumeration, and code snippet."
+0005,"A slide detailing context features in natural language processing, with various examples and relationships, presented in an enumeration."
+0323,"A slide with a diagram and enumeration, lacking a figure and footer, possibly related to biological topics."
+0649,"A slide on Multi-Valued Neuron with text, diagram, and title, focusing on A-valued logic and threshold functions."
+0684,"A slide on the importance of complex-valued neurons with an enumeration, no figure, and no footer."
+0088,"A slide on MASS model with Transformer-based Encoder-decoder, adapted from Song et al., featuring a WehText diagram and enumeration. "
+0149,"A slide discussing the use of worst-case analysis in real-time applications, highlighting predictability and limitations, without figures or footer."
+0677,"A slide on starting weights for learning algorithms with enumeration and title, no figure, from an unidentified source."
+0753,"A slide discussing generalization in predictors, emphasizing unseen data performance, with a diagram, and no footer."
+0639,"A slide on multiple-valued logic with enumeration and title, no figure or footer elements present."
+1059,"A slide with a title on cement, discussing proposal activity, potential projects, and revenue and order intake charts."
+0127,"A slide titled ""MILMVN: Hard Margins Learning"" with an enumeration on hard margins, classification rate, and overfitting, including a diagram. "
+0112,"A slide with a title discussing model suitability and economy, with an enumeration of considerations and a data or model parallel diagram."
+0613,"A slide with simulation results from University of California Irvine, no figure, and text and title elements present."
+0117,"A slide titled ""Open Questions"" discussing data-related topics like contamination, privacy, and pre-training models like PEGASUS and RefBERT."
+0002,A slide on acerola highlighting its vitamin C content and culinary uses in sub-tropical regions with enumeration. 
+0090,"A slide featuring a diagram, enumeration, and title about MBAR and Transformer-based Denoising auto-encoder model."
+0355,"A slide on Tie Triphone (HDMan) clustering using decision trees, tying states in the same leaf, with a nasal and glide diagram."
+0523,"A slide with Aiitaqamated Content Extractor title, no figure, and footer element, no references."
+0681,"A slide on real-valued mappings to MVN format with an enumeration, adapted from nature-sounding title Real-Valued Input/Output Mappings and MVN. "
+0656,"A slide presenting the Hebbian Learning Rule for MVN, explaining weight calculations and dot products, with a title and enumeration."
+0747,"A slide with Sanjay Lall and Stephen Boyd mentioned in text and title, no figures or footers."
+0156,"A slide with a title ""Big-Oh Examples"" and an asta chart, no footer, discussing Big-Oh notation examples."
+1057,"A slide with a chart, enumeration, text, and title, identified as an interim report from 2012."
+0620,"A slide showing classification results for a sample using MLMVN-SM, highlighting correct classification and differences from regular MLMVN and SVM. "
+0668,"A slide on Hebbian Learning limitations with enumeration, no figure or footer mentioned."
+1041,"A slide with forward-looking statements, financial data, and enumeration, with a footer element, no figure, and no chart."
+0116,"A slide with open questions on pre-training, data contamination, privacy, and downstream tasks, with a chart and enumeration."
+0738,"A slide with a title and code snippet asking about compiler allowance, with an enumeration and footer element. "
+0624,"A slide with an enumeration and title, no figure or footer element. "
+0132,"A slide titled ""Comparing Algorithms: an Empi"" with an enumeration on implementing and timing algorithms, no figures or footer."
+0092,"A slide comparing Seq2seq and masked LM for non-generation tasks, with a title and enumeration, no figure or footer. "
+0348,"A slide detailing Monophone HMM Topology with 5 states, Flat Start, and initialized Mean and Variance. "
+1003,"A slide with a title, diagram, and enumeration explaining Methods like BPTT for training, from a session on local encoder. "
+0337,"A slide discussing HMM evaluation with a chart and enumeration, focusing on likelihood computation, from a presentation without a footer. "
+0996,"A slide on customer intent in e-commerce with an enumeration of strategies for success, emphasizing customer satisfaction and business competition."
+0605,"A slide discussing reliability in learning with a title, enumeration, and diagram, emphasizing moving samples away from sector borders."
+0727,"A slide on the importance of Java Collections Framework, highlighting the creation of data structures and built-in interfaces like Collection and Iterator."
+1043,"A slide with a diagram, title, text, and footer element, part of an interim report in 2012."
+0155,"A slide with a title and enumeration, possibly related to validation or performance metrics, without any figures or footers."
+0722,"A slide on Abstract Data Types (ADTs) with examples like Stack at NIST DADS, emphasizing descriptions without implementation details. "
+0741,"A slide on making Array List Generic with enumeration and code, no figure, and identifier information about data type variables."
+0331,"A slide with an enumeration, lacking a title, focusing on a specific topic or concept. "
+0118,"A slide titled ""Open Questions"" discussing data contamination, privacy, and pre-training methods, without any figures or footer."
+0765,"A slide with a title ""Example: Polynomial fit"" and enumeration discussing data points, predictors, and degrees with a chart, adapted from an unidentified source."
+0724,"A slide on data structure concepts with an enumeration of different types of structures optimized for operations, references to nist.gov and wikipedia."
+0339,"A slide with Viterbi Algorithm title and OCR elements like text and diagram, without footer. "
+0597,"A slide on Nonlinear Kernel (11) with a title and diagram, from an unidentified source."
+0109,"A slide presenting a unified view on pre-trained models with no additional details, possibly from a technical perspective. "
+0129,"A slide discussing time complexity in algorithms with a title and enumeration, no figure or footer. "
+0602,"A slide with a title on Non-reliable learning results, a diagram, and an enumeration, without any figure. "
+0619,"A slide with a title on Classification Result, featuring an enumeration and a chart, without any figures. "
+0683,"A slide on the importance of complex-valued neurons for signal analysis and pattern recognition, with an enumeration, taken from an unidentified source."
+1051,"An interim report slide detailing debt, equity ratio, and dividend payment with a quarterly equity chart and footer element."
+0578,"A slide on classification with enumeration and chart, titled ""ers"", without a figure, and footer element."
+0616,"A slide with a diagram, title, footer element, and enumeration discussing learning results for a sample. "
+0004,"A slide with OCR body elements explaining the importance of representing words as vectors with an enumeration, no figure or footer."
+0539,"A slide with a title and enumeration, possibly with a footer element, but no figures included. "
+0645,"A slide discussing discrete k-valued activation functions with a diagram and title, no figure or footer. "
+0682,A slide on translating real-valued mappings to MVN format with enumeration and title. 
+0644,"A slide on multiple-valued logic with enumeration and title, discussing normalization and encoding, no references."
+0145,"A slide illustrating Growth-Rate Functions with O(n^2) complexity, featuring code and title elements."
+0003,"A slide with title and enumeration discussing semantic relationships between words, inspired by U.R. Firth, 1957. "
+0096,"A slide on different language models and objectives with an enumeration, adapted from Raffel et al. with logical elements of title and enumeration. "
+0627,"A slide featuring Complex-Valued Neurons with a title and an enumeration, no figures or footer. "
+0140,"A slide with text and code elements, lacking a title or figure, from an unidentified source."
+0665,"A slide on Hebbian Learning with an enumeration and title, no figure or footer present. "
+0358,"A summary slide on MFCC Features and ASR building steps using HTK, with enumeration and a diagram, no figure or footer."
+0101,"A slide about GPT3 model with details on its objective, data sources like Common Crawl, WebText, and Wikipedia, without footer or figure. "
+0675,"A slide with a title discussing the role of a factor in the Learning Rule, no other elements present. "
+0128,"A slide on critical resources with an enumeration discussing running time and space analysis, lacking figures or footer."
+0356,"A slide with an enumeration and title, focusing on a specific topic without any figures or footers."
+0125,"A slide listing famous algorithms like Fast Fourier Transform, DES encryption, and TCP congestion control, with enumeration. "
+0530,"A slide discussing Hearct's Patterns for IS-A relations, with a title and footer element, no figures mentioned, source unidentified."
+0628,"A slide discussing learning XOR and Parity functions with complex-valued neurons, challenging traditional neural network beliefs. "
+0359,"A slide with a title ""Thanks!"" and no other elements, no figure or footer. "
+0137,"A slide with title ""The Execution Time of Algorithms"" describing costs and operations with code and enumeration elements. "
+0353,"A slide on retraining with enumeration and title, utilizing the Baum-Welch algorithm, no figure or footer elements."
+1047,"A slide with an enumeration, footer element, text, title, and chart, from an interim report in 2012."
+0742,"A slide with OCR text about updating instant messaging service by America Online, containing a title and footer element."
+1000,"A slide titled ""Methods"" focusing on capturing the main purpose of the session using item-level attention mechanism and weighted factors, with a diagram, without figures or footer."
+0582,"A slide on Classifier Margin with text defining the margin of a linear classifier, including a chart and enumeration, no figure. "
+0731,"A slide on ArrayLists with a class diagram, part of ""CS 307 Fundamentals"" with no figure."
+0608,"A slide with a title and footer, featuring an enumeration and a diagram, without any figures."
+0606,"A slide with an enumeration on OCR elements, focusing on body elements and logical elements, without figures or footers."
+0126,"A slide on computational complexity theory with an enumeration, focusing on problem-solving resources, no figure or footer."
+0658,"A slide on Hebbian Learning Rule for MVN with an enumeration explaining weight calculation, adapted from course materials."
+0141,"A slide detailing General Rules for Estimation with enumeration, title, and no figure or footer, explaining loops and nested loops."
+0524,"A slide titled ""CE Relations Examples"" with examples like PER-GPE and ORG-ORG relationships, without any figures."
+0346,"A slide titled ""Words to Phones (using HLEd)"" with code, title, and enumeration elements, utilizing HTK scripting language for phonetic transcription."
+0350,"A slide with a title ""Training"" and enumeration discussing monophone models and short pause training, with no figure or footer. "
+0674,"A slide on error-correction learning rule for MVN with complex-valued inputs, no figure, from nature-sounding course material."
+0610,"A slide with an enumeration and title, lacking a figure, possibly discussing a topic related to the content of the list."
+0618,"A slide titled ""Closer look at the class 5 learning result with MI MAVN-SM4"" showing learning samples within an O-interval around the bisector."
+0084,"A slide titled ""Remember: Maskea Language Model"" with BERT, PORERTS, and encoder-only pre-trained model information, including a diagram. "
+0520,"A slide with a title on Outline, a diagram on Relation Extraction, Coreference Resolution, Entity Linking, and Question Answering, without any additional identifiers."
+0726,"A slide on modern programming languages' data structures like Java collections, C++ STL, Python lists, and Lisp lists from course CS 307. "
+0521,"A slide without a figure discussing the Collections Framework in Java Standard Library, focusing on creating data structures and existing Java structures. "
+0135,"A slide with title ""Example 2"" and code snippet, explaining constant running time with enumeration. "
+0728,"A slide on generic collections with type safety, no figure, and footer, part of course CS 307 Fundamentals."
+0540,"A slide with a footer element, title, and enumeration, lacking any figures, possibly containing important information."
+0768,"A slide on Crocs validator with an enumeration on data division and model evaluation, no figure, from course OCR. "
+0646,"A slide without a figure or footer, focusing on an unidentified topic with a diagram and title."
+0115,"A slide titled ""Open Questions"" addressing data contamination, data privacy, and pre-training data recovery, without figures or footer."
+0543,"A slide on Distant Supervision with a combination of bootstrapping and supervised learning, illustrated with a chart and code."
+0732,"A slide with code, title, and enumeration, referencing an array-based list and course CS 307 Fundamentals."
+0611,"A slide on MLMVN with modified correcting criterion, explaining the index of output layer and weighted sum, with title and enumeration elements."
+0531,"A slide with a title, enumeration, and footer element discussing extracting richer relations using entities like PERSON, POSITION, and ORG."
+0686,"A slide on Image Recognition Features Selection, emphasizing Fourier Phase Spectrum as objective features and Power Spectrum for global signal properties."
+0764,"A slide with OCR elements showing an enumeration with a title, no figure, and no footer."
+0576,"A slide with a title and enumeration discussing options for using predictors trained on different data subsets, using k-NN as an example. "
+0693,"A slide discussing MVN as a model of a biological neuron with a diagram and chart, lacking a footer. "
+0098,"A slide with a title, diagram, and enumeration elements, lacking any specific content, and no additional information provided. "
+0334,"A slide with an HMM example, including a chart, title, and diagram, but no footer."
+0142,A slide with an enumeration and title related to OCR body elements. 
+0095,"A slide titled ""(Raffel et al.)"" with an enumeration of different models and objectives explored, along with data sources used."
+0662,"A slide on Hebbian Learning for MVN with a diagram, title, no figure, and no footer."
+0598,"A slide on Multi-Class Classification with SVM explanation, no figure, and a title with footer element."
+0654,A slide with a title and chart describing MVN activation function and sectors formed by edges. 
+0102,"A slide on GPT3 with an enumeration discussing the left-to-right language model for NLP tasks, no figure or footer. "
+1001,"A slide on methods with global and local encoders, using enumeration and a title, without any figures. "
+1004,"A slide with enumeration on filtering and generating sequences from YOOCHOOSE and DIGINETICA datasets, emphasizing performance improvement with a recent fraction of YOOCHOOSE. "
+0695,"A slide with a diagram and title, no additional information provided. "
+0347,"A slide titled ""Extracting MFCC (using HCopy)"" with enumeration and a chart, no figure or footer. "
+0093,"A slide featuring an encoder and decoder in a Transformer using self-attention mechanisms, with a left-to-right self-attention diagram."
+0091,"A slide with a title, enumeration, and chart elements, no figure or footer, discussing OCR and body elements. "
+0757,"A slide titled Out-of-sample validation, explaining the method with an enumeration, emphasizing data division for training and testing. "
+0673,"A slide on Error-Correction Learning Rule for Continuous MVN with a diagram and text elements, no figure or footer. "
+0998,"A slide with OCR body elements focusing on representing words as vectors with an enumeration and diagram, no figure or footer. "
+0150,A slide on analyzing algorithms for average-case performance without figures or footers. 
+0601,"A slide on MILMVN with enumeration and title, discussing learning results, without any figures. "
+0122,"A slide on Data Structures with a title and text explaining algorithms, no figure or footer. "
+0094,"A slide on UNILM model with prefixed-LM, left-to-right LM, Masked LM types and shared parameters, sourced from English Wikipedia and BookCorpus."
+0581,"A slide with a title on linear Clacci, featuring an enumeration and no figure, focusing on different denotations. "
+0108,"A slide with a diagram and no title or figure, possibly related to a chart or code. "
+0999,"A slide on Methods with enumeration comparing GRU and LSTM units for recommendation tasks, featuring a diagram, without a footer."
+0006,"A slide with an enumeration of test drive experiences for Honda, Volkswagen, and Jeep without a title or figure."
+0650,"A slide detailing main properties of MVN with complex-valued weights and higher functionality than traditional neurons, no figures."
+0107,"A slide presenting a unified view for pre-trained models, with a title but no figures or footer, source unknown."
+0325,"A slide with a title ""Outline"" containing an enumeration on Speech Recognition and Hidden Markov Models, referencing HTK, and ASR building steps."
+0685,"A slide emphasizing the importance of Phase vs. Magnitude based on Oppenheim and Lim's paper, highlighting the significance of phase in signals."
+0680,"A slide featuring an example with enumeration, diagram, and title elements, possibly related to a learning process convergence. "
+1049,"An interim report slide with adverse effects on CPFO and CFFI, including charts, and footer elements."
+0342,"A slide on Hidden Markov Model Toolkit (HTK) for building HMMs, designed for ASR systems, with tools like MFC features extraction. "
+0332,"A slide featuring a title and enumeration, with a diagram, discussing Markov Ch. "
+0326,"A slide titled ""Feature Extraction"" discussing wave form and spectrogram representation for speech signals, without any figures or footer."
+1060,"A slide with OCR elements and a title discussing interim report in 2012, containing a chart, text, and enumeration."
+0518,"A slide with upcoming deadlines and instructions, an enumeration, title, and footer element, no figure."
+0131,"A slide discussing factors affecting efficiency with text and enumeration, focusing on algorithm analysis, no figure or footer. "
+0755,"An example slide on predicting vehicle miles traveled using a straight-line predictor, with a chart and title, no figures or footers."
+0626,"A slide on limitations of sigmoidal neurons with title and enumeration, no figure or footer. "
+0519,"A slide on relation extraction, coreference resolution, and entity linking with a diagram, from course OCR. "
+0659,"An example slide of MVN with 4-valued discrete activation function, featuring a chart and title."
+0154,A slide with title and enumeration elements related to OCR body elements. 
+0343,"A slide with a title and enumeration, no figures or footer, detailing steps for building ASR with voice-operated interface."
+0607,"A slide on Soft Margins Learning with enumeration and diagram, discussing weighted sums and angular RMSE. "
+0667,A slide with a title questioning the effectiveness of the Hebbian learning rule with an enumeration and a diagram.
+0529,"A slide titled ""Rijlec for IS-A Relation"" discussing Gelidium substance preparation, with early intuition reference and footer element."
+0124,"A slide on computational complexity theory with an enumeration explaining the theory of computation and resources needed, without figures or footer."
+0086,"A slide on seq2seq pretraining with a diagram, no additional identifiers mentioned. "
+0997,"A slide titled ""Related Work"" with an enumeration of recommender methods like K-nearest neighbor and neural networks, focusing on collaborative filtering, without figures or footer."
+0687,
+0661,"A slide titled ""Hebbian Learning for MVN"" with a diagram and no figure or footer."
+0152,"A slide with a title explaining Asymptotic Notations using enumeration, adapted from a course with no figures or footer. "
+0690,"A slide discussing the proper treatment of phase information using enumeration and a chart, without any figures or footer."
+0121,"An overview slide introducing algorithm analysis with enumeration, no figure or footer. "
+0746,"A slide on generic types and subclasses, demonstrating ListS storing ClosedShapes and descendants, with code and enumeration."
+0008,A slide with a title and enumeration elements identified through OCR. 
+0643,"A slide on k-valued logic over complex numbers with roots of unity, featuring a title, text, and no figures. "
+0670,"A slide on Error-Correction Learning Rules for Discrete MVN with elements like title, text, and enumeration, but no figure or footer."
+0351,"A slide with a title and elements like text, enumeration, and diagram, focusing on pronunciation handling in HVite."
+0136,"An example slide with code, title, and enumeration discussing running time and basic operations."
+0097,"A slide comparing Seq2seq and Prefixed LM architectures, highlighting differences in parameters for encoder and decoder."
+0160,A slide explaining Big Omega as the lower bound of a function with enumeration and no figures.
+1045,A slide on order intake distribution in O1 2012 with a chart and title OCR elements. 
+0647,"A slide on Discrete-Valued Activation Function with a chart and title, no figure or footer. "
+0151,"A slide featuring Asymptotic Analysis with Big-Oh, Big Omega, Big Theta under a title, no figures or footers."
+0604,"A slide titled ""MILMVN: Reliable learning results"" with enumeration and diagram, discussing weighted sum for correct classification. "
+0655,"A slide discussing Hebbian Learning Rule for MVN with enumeration and title, no figure or footer included. "
+0089,"A slide titled BART discussing a Transformer-based model for sentence reconstruction with a diagram and enumeration, but no figure or footer."
+0147,"A slide on best/worst/average case scenarios with a chart and enumeration, no figure or footer present. "
+0653,"A slide with a title and enumeration describing how MVN divides n-dimensional space into subspaces using k-edge, without any figure or footer."
+0615,"A slide on learning results with samples distributed across sectors and a sector border, without figures. "
+0600,"A slide on Soft Margins in MLMVN with an enumeration referencing Aizenberg's work, from course OCR."
+0596,"A slide on Nonlinear Kernel with an example of SVM with Polynomial of Degree 2, including a title, text, and diagram, without any figures."
+0614,"A slide on glass identification with 6 classes and 214 data instances, using leave-one-out cross-validation, no figure. "
+0763,"A slide with an enumeration on analyzing algorithms, discussing time and space complexity, and technology limitations. "
+0525,"A slide with a title, enumeration, and diagram elements but no figure, from an unidentified source."
+0603,"A slide titled MLMVN: Reliable learning results with an enumeration on learning process, and a diagram, without figures."
+0336,"A slide with enumeration and a title, no other elements mentioned."
+0341,"A slide with a title and enumeration, lacking any other identifier information."
+0760,A slide with an enumeration but no title or figure mentioned.
+0633,"A slide titled ""Multi-Class Classification Problems"" with a diagram, chart, and enumeration discussing multi-class classification."
+0634,"A slide titled ""Multi-Class and Multi-Cluster Classification Problems"" with enumeration questioning the necessity of using networks or SVM for non-linearly separable classes, with a diagram. "
+0007,A slide discussing the importance of frequency and PMI in text analysis without figures or footers. 
+0630,"A slide discussing the XOR problem solution using activation functions, complex weights, and sectors division, with a title and chart. "
+0545,"A slide on the Distant Supervision Paradigm with an enumeration of features and benefits, not sensitive to genre issues, from an unidentified source."
+0130,"A slide on the importance of phase with text and enumeration, emphasizing information about edges, shapes, and orientation, no specific references. "
+0153,A slide with a chart and enumeration discussing OCR body elements related to SVM projection and kernel function. 
+0663,"A slide focusing on Hebbian Learning for MVN with a title and diagram, no figure or footer visible."
+0340,"A slide on HMM training with enumeration and title, focusing on model parameter estimation without footer. "
+0730,"A slide with a title and enumeration, explaining the features of ArrayList implementation, adapted from course CS 307."
+0640,"A slide titled ""Multiple-Valued Logic"" discussing color representation using multiple values, with enumeration, and no footer or figure."
+0770,"A slide with enumeration and a chart, lacking a title, focusing on OCR body elements. "
+0533,"A slide with OCR body elements discussing methods for session-based recommendation tasks with an enumeration and diagram, no figure. "
+0669,"A slide on MVN Error-Correction Learning with a title, enumeration, and diagram, no figure or footer. "
+0587,"A slide titled ""Maximize Margin"" with enumeration and footer element, discussing quadratic optimization, from an unidentified source."
+0676,"A slide on the convergence of learning algorithms with an enumeration, discussing MVN learning and its properties."
+0087,"A slide on Preseq2seq model by Ramachandran et al., detailing RNN-based Encoder-decoder with language model objective, and task-specific data, with a diagram."
+0106,A slide with OCR body elements focusing on text.
+0671,"A slide with a title on Continuous-Valued Activation Function and a diagram, lacking a footer, from an unidentified source."
+0541,"A slide on ""Dipre: Extract <author,book> pairs"" with an enumeration on finding instances on the web and extracting patterns, no figures."
+0632,"A slide on importance of multi-valued mappings for pattern recognition and classification, with enumeration, no figure, and no footer."
+0691,"A slide on MVN as a model of a biological neuron with text and enumeration, no figure, from course on neural networks. "
+0333,"A slide on HMM with a Markov Chain diagram and Transition Matrix details, lacking a figure or footer."
+0330,"A slide detailing feature extraction with 39 features, including Delta MFCC and Delta-Delta MFCC, with an Inverted MFCCs chart. "
+1008,"A slide with a title ""Conclusion"" and an enumeration discussing the challenges for RNN models and NARM architecture's performance on long sequences."
+0113,"A slide on practical tricks with an enumeration discussing data pre-processing and fine-tuning methods, referencing specific methods like Gradual Unfreezing and P-tuning."
+0751,"A slide comparing predictors using performance metrics, emphasizing thoughtful metric selection, no figures or footer."
+0733,"A slide on OCR fundamentals with title and enumeration, identified as CS 307, no figure. "
+0144,"A slide on Growth-Rate Functions with an example of O(n) complexity, featuring a title, enumeration, and no code, without any figures. "
+0538,"A slide on bootstrapping with title and enumeration, no figure, identified by footer element."
+0328,"A slide with a title and chart discussing Mel Scale and human hearing sensitivity, no footer or figure. "
+0772,"A slide discussing model evaluation and data splitting, with an enumeration and title, no figure or footer. "
+0133,"A slide with code elements and no figure or footer, suitable for retrieval based on visual cues. "
+0114,"A slide with a title and enumeration addressing Open Questions on Data Contamination and test sample pre-training, without any figures."
+1050,"An interim report slide discussing a 19% increase in working capital, strategic initiatives, and inventory reasons, with a working capital chart."
+0352,"A slide with an enumeration and text, lacking a footer and figure, from an unidentified source."
+0146,"A slide on sequential search with best, worst, and average cases for finding K in an array, no figure, from an unidentified source."
+0360,A slide on HMM training with a Pronunciation Dictionary diagram and title OCR elements.
+0585,"A slide with a footer, chart, title, and enumeration elements. "
+0773,"A slide with a title and enumeration explaining the final predictor selection process, either using the trained predictor or re-training on the original dataset, common practices in data analysis."
+0591,"A slide titled ""Harder 1-dimensional dataset"" with nonlinear transformation explanation and a chart, suitable for nature-sounding queries."
+1054,"A slide on Bulk Materials Division with title and text, no figure, from an interim report in 2012."
+0758,A slide on out-of-sample validation with an enumeration discussing the importance of test performance over training performance.
+0595,"A slide with OCR elements like title, enumeration, and footer, but no figure. "
+0740,"A slide on generic types in Java, explaining parameterized data types and generic types compared to traditional parameters, no figure. "
+0692,"A slide discussing MVN as a model of a biological neuron, focusing on state determination and amplitude with a phase diagram. "
+0589,"A slide on non-linearly separable problems with enumeration and chart, no figure mentioned."
+0679,"An example slide with a starting weighting vector and input/output mapping using MVN, no chart. "
+0612,"A slide on MILMVN-SM learning algorithm with an enumeration explaining error-correction learning rule and convergence criteria, including network RMSE and angular RMGE."
+0678,"An example slide on MVN with a 4-valued discrete activation function, featuring a chart and title, no figure or footer."
+0754,"A slide on predictor generalization with in-sample and out-of-sample data, no figure or footer, from course CS 307. "
+0119,"A slide with a chart and enumeration discussing core operations in data structures, no figure, from course CS 307 Fundamentals. "
+0609,"A slide with enumeration and title elements, no figures, discussing OCR body elements. "
+0148,"A slide on choosing analysis methods with an enumeration on the best case scenario, highlighting its limitations. "
+1040,"An interim report slide for O1 2012 with text and title, including footer element, for easy retrieval."
+1055,"A slide with a title and enumeration discussing increasing revenue and potential projects, accompanied by a chart and code."
+0652,"A slide on Separation of n-dimensional space by discrete MVN, explaining k-valued activation function and division into convex subspaces, no figure or footer."
+0636,A slide discussing the use of multiple-valued logic in neural networks with a diagram and title. 
+0345,"A slide with a title about the system and a diagram, without a figure or footer. "
+0635,"A slide on Multi-Valued Mappings and Multiple-Values using enumeration and title, no figure or footer present. "
+0729,"A slide with OCR elements related to CS 307 Fundamentals, containing code, title, text, and footer elements."
+0327,"A slide on Feature Extraction with a chart and enumeration, no figure or footer, focusing on extracting features from short frames."
+1062,"A slide with a title ""Future Outlook"" indicating a forward-looking perspective without specific content details."
+0641,"A slide on multiple-valued logic over complex numbers with a normalized alphabet concept, lacking figures and footer."
+0637,"A slide on Multiple-Valued Logic founded by Jan Lukasiewicz in 1920, with an enumeration and no footer. "
+0549,"A slide without any content, possibly a placeholder or transition slide, no figure."
+1007,"A slide titled ""Analysis"" discussing NARM architecture effectiveness with a chart and enumeration. "
+0111,"A slide with an enumeration on choosing appropriate models based on data and domain characteristics, comparing models like ROBERTa, BERT, BART, and GPT2."
+0642,"A slide discussing Multiple-Valued Logic over Complex Numbers with a diagram and enumeration, focusing on primitive roots of unity. "
+0617,"A slide with OCR elements like diagram, title, and enumeration but no figure, discussing Hebbian Learning."
+1056,"A slide with OCR body elements and a title, possibly related to technical content. "
+0357,A slide on decoding with enumeration using compiled grammar network (WNET) without figures or footer.
+1048,"A slide with a title and enumeration discussing specific reasons for increased SG&A costs in Qi 2012, with a chart showing a 24% increase from Qu 2011."
+0736,"A slide showcasing a code example on casting with a title, enumeration, and code, discussing ArrayList operations, without figure or footer."
+0321,"A slide titled ""Building an ASR using HTK"" by Fadi Biadsy on March 23, 2011, with no visual elements, possibly from a lecture."
+0766,"A slide on choosing degrees with a chart and enumeration, discussing RMS error and best choice of degree, no specific references. "
+1006,"A slide with a title on Performance from OCR data, lacking figures or footers."
+0528,"A slide on Freehase Relations with a title and footer element, no figure, and no other elements. "
+0625,A slide with a chart and enumeration elements related to OCR body elements.
+0100,"A slide on Seq2seq Pretraining and Beyond with a diagram, no figure, and title. "
+1053,"A slide on customer services showing order intake and revenue increase, with enumeration, chart, and footer element."
+0734,"A slide on difficulties with object types and polymorphism, with an enumeration and code examples, part of course CS 307 Fundamentals."
+0329,"A slide with a title and enumeration, lacking a figure or footer. "
+1046,"An interim report slide from 2012 showing unannounced orders, order backlog, and order intake growth, with a chart and text details."
+0138,"A slide on algorithms' execution time with a simple If-Statement example and code snippet, no diagram or chart."

Slide_Image_Retrieval_Annotations/val.csv

@@ -0,0 +1,742 @@
+image_name,summary
+0267,"A slide with no title, text, or footer, possibly a continuation of the previous slides with no distinct content."
+1359,A slide on compositional semantics focusing on the principle of compositionality and word meanings. 
+0176,"A slide titled ""THE WORKSHOP"" with an enumeration on creating self-assessments and leveraging UX activities for career development. "
+1388,"A slide continuation on Naive Bayes Algorithm with an enumeration on word sense detection, emphasizing probabilities, and a footer element, no figure."
+0168,"A slide on Production Possibility Frontiers with text and chart about expanding resources, no figure, with copyright info. "
+0242,"A slide on Jean Baptiste Joseph Fourier, a French mathematician and physicist, explaining Fourier series and transform without any figures or footer."
+1290,"A slide discussing a distributed algorithm based on Ricart and Agrawala's work, emphasizing total ordering and message content, with a title and enumeration. "
+1077,"A slide without a title, featuring an enumeration and a chart, with footer elements by Boyd and Vandenberghe."
+0048,"A slide titled ""SimpleTOD"" with a diagram, no figure or footer, possibly related to technology. "
+1292,"A slide with a diagram and title, without figures or footers."
+1111,"A slide on imperative versus declarative with code and enumeration, no figure or footer present. "
+0953,"A slide on Baird's counterexample with a Deadly Triad enumeration and off-policy learning, adapted from course materials."
+0381,"A slide introducing EM with enumeration on parameter estimation and missing data, no figure. "
+0979,"A slide discussing Action Value Function with an enumeration on the complexities of using Monte Carlo methods and the importance of exploration, adapted from course content."
+1244,"A slide with OCR text mentioning author's name and institution, identified as L i t h t a h o n l l n a s P A R I T A P A T E L S V N I T. "
+1082,A slide on React's unidirectional data flow simplifying data management with enumeration and diagram elements. 
+0264,"A slide with a title related to Fourier functions and no footer, containing logical elements like a chart and taken from an OCR source."
+0818,"A slide on Content Modeling with an enumeration and contextual linking rules, focusing on questions and answers consistently, leveraging metadata for connections."
+0244,"A slide on Orthogonal Functions with a title and text describing continuous functions, adapted from an unknown source."
+0505,"A slide with a title on CBOW model with elements like Projection layer and Output layer, including a neural network diagram."
+0187,"A slide with text, enumeration, and title elements, no figure, focusing on OCR body elements."
+1329,"A slide detailing steps in POS tagging, including dataset collection, preprocessing, and training/testing division, with a chart. "
+1018,"A slide on Pseudo relevance feedback with a diagram and enumeration, no figure, discussing user feedback reluctance. "
+0803,"A slide on top-down navigation with an enumeration discussing taxonomies and portals, emphasizing software tools' limitations, and a two-step approach. "
+0906,"A slide with no title or figure, possibly a simple informational slide without any specific content."
+1123,"A slide with code and title elements, no additional information provided. "
+0200,"A slide with a title ""Budget Calendar"" and no other elements, focusing on budget planning. "
+0045,"A slide with a title and text about starting with pre-trained neural dialog modules, no figure, from an unidentified source."
+1251,"A slide with a footer element and enumeration about selectional restrictions for predicates and verb senses, no title, no figure."
+1074,"A slide on Newton's laws with an enumeration explaining internal and external forces in a system, not to be confused with individual bodies, without any figures."
+0014,"A slide with a code snippet for number reversal, lacking a title, and footer, identified by 'fineluds <atdic.h>'."
+0053,A slide on HRED [Serban et al. 2016] with a diagram and no figure or footer.
+1128,"A slide with title and enumeration on Packages & Import, emphasizing submodule imports and naming conventions. "
+0388,"A slide on Expectation Maximization with enumeration and title, discussing optimization and likelihood, no figures. "
+1395,A slide discussing Relationship Extraction in Semantic Analysis with a title and footer element by Parita Patel. 
+1261,"A slide titled ""Some Examples"" with no figure, from a presentation focusing on visual cues. "
+1154,"A slide discussing the development and features of AngularJS by Mitko Hevery, focusing on two-way data binding and custom directives. "
+0283,A slide with enumeration and title discussing affine functions and matrices. 
+0305,A slide with OCR body elements and a title. 
+1386,A slide on supervised methodology for creating training data with sense annotations and machine learning application. 
+0829,"A slide titled ""Metadata"" discussing Dublin Core elements with text and a footer element, possibly related to organization or structure. "
+0875,"A slide on team skill grading with experience and weight grades, no figures, from an unidentified source."
+1278,"A slide titled ""Vector Clocks Algorithm"" with an enumeration explaining vector clocks properties, no figures, no footer. "
+0394,"A slide comparing k-means and Gaussian Mixture with hard posterior assignment, lacking figures. "
+0880,"A slide with a footer element, lacking a title, and no other specific identifiers. "
+1275,"A slide titled Lamport's Logical Clocks with no content, focusing on the concept, adapted from the presentation. "
+0705,"A slide with a title and text about NLP researcher Diyi Yang, no figure or footer present. "
+1098,"A slide with title and enumeration, no figure or footer, discussing object attribute operations."
+0064,A slide on response generation with an enumeration of knowledge-grounded and persona-grounded responses. 
+0779,"A slide on large, decentralized organizations with an enumeration of different business functions and authority distribution. "
+0197,"A slide on Excess Budget Statement with enumeration and title, no figure, from an unidentified source. "
+1256,"A slide with enumeration on logical formulas and connectives, including Predicate and Term, with a footer element. "
+1325,"A slide with enumeration on POS tagging, detailing word categorization and sentence conversion with diagrams, from PARITA PATEL. SYNI."
+0255,"A slide on Discrete Fourier Transform with a title, text, and enumeration on Basic functions, forming orthogonal functions."
+1222,A slide on VWait-For Graphs (WFG) with a diagram and enumeration explaining system state modeling using directed graphs in DS.
+0062,"A slide with the title ""PLATO-2"" and a diagram related to the training phase, no other identifiers mentioned. "
+0171,A slide detailing the responsibilities of a Disbursing Officer with high financial standards and observance of rules. 
+1284,"A slide with an enumeration on auditing receipts and expenditures, no figure or footer, identified by title and enumeration. "
+1225,"A slide on resource allocation graph mentioning deadlock conditions with enumeration, no figure or footer included."
+0270,"A slide with only a title, lacking any other content or elements. "
+1294,"A slide with a title about the Token Ring Algorithm, no figure, and no footer, focusing on logical elements like diagrams and titles."
+1300,
+1095,"A slide with code and enumeration, titled ""Proof of EM,"" without a figure or footer, possibly related to nature."
+0263,A slide on Discrete Walsh and Exponential functions with a chart and title. 
+1398,"A slide highlighting issues with hand-built patterns for relations, mentioning accuracy concerns, from 'P A R I T A   P A T E L .   S Y N I T'."
+0511,"A slide on Brown Clusters as vectors, describing binary tree construction and word representation, with text, title, enumeration, and diagram."
+0319,"An example slide on Internal Rate of Return explaining cash flow, net present value, and internal rate of return with a diagram. "
+0068,"A slide on GenSF system with a dialog diagram and title, no figure or footer included. "
+0700,"A slide with a title and chart showing Society's Choice between Current Production and Resource Maintenance, without any figures or footer."
+0790,"A slide on top-down navigation design approaches, including tables of contents, site indices, guide pages, and various topical pages."
+0241,A slide with title and enumeration detailing the Fourier transform for frequency domain representation.
+0052,"A slide with OCR elements discussing OCR body elements with a title, diagram, and text, without a figure or footer."
+0804,"A slide on top-down navigation impacts with enumeration and title, focusing on site map creation and taxonomy maintenance."
+0195,"A slide on Supplementary Budget Statement with enumeration detailing additional funds and government expenditure, no figure or footer."
+0396,"A slide on better initialization using k-means++, with steps for selecting cluster centers and distance computation."
+1241,"A slide on mutual exclusion in distributed systems with enumeration and title elements, discussing critical regions and techniques."
+0301,"A slide on partial minimization and convexity with an enumeration, no figure, and footer element. "
+0175,"A slide on Financial Procedures under the Constitution with enumeration of rules and ordinances, no figure or footer."
+1105,"A slide with code and enumeration on ChainMap usage avoiding side effects, lacking a figure, from an unidentified source."
+0785,"A slide with a diagram, text, and title elements. "
+0057,"A slide on Persona-Conditioned Models by Zhang et al. 2018, featuring a conversation between individuals, no figure or footer, part of a presentation on personalized models."
+0049,"A slide on MarCo by Wang et al. 2020 with a diagram, no figure or footer, part of a presentation on a specific model. "
+0311,"A slide with enumeration, footer element, and title, no figure, emphasizing OCR body elements. "
+1373,"A slide on word sense disambiguation approaches with a diagram and enumeration, referencing Parita Patel's work."
+1228,"A slide with title and enumeration on deadlock handling strategies, no figure or footer."
+0023,"A slide on sentence types with examples like Imperative, Interrogative, and Negative, no figure, from an unidentified source."
+1324,"A slide titled ""Closed Word Classes"" lists types of closed class words like prepositions, pronouns, and numerals, with a footer element. "
+1151,"A slide with enumeration and title, devoid of figures and footers."
+0308,"A slide with diagram, title, and footer, no figure, from Boyd and Vandenberghe, nature query."
+0812,"A slide with OCR elements and a title discussing contextual navigation and missing content objects, without figures, from an unidentified source."
+0204,A slide with a title and enumeration about revised estimates based on actual expenditure.
+0887,"A slide with a title on vulnerability, text, and a chart, without a figure or footer. "
+1282,"A slide on the concept of Global State in distributed systems, defining it as the set of local states and communication channels."
+1160,"A slide titled ""2016 Svelte"" introducing Svelte by Rich Harris for web development with a unique syntax, from course materials. "
+0780,"A slide with a title, discussing differences between IA and EIA, focusing on enterprise challenges and information organization, with a footer element."
+0894,"A slide with diagrams showing actions taken up and down, no title or footer, part of a series."
+0210,"A slide with a title about Supplementary Grant and text related to budget statements, no figures or footers present. "
+1072,"A slide on Newton's Laws with a title, text on Newton's First and Second Laws, and an enumeration discussing concepts before Newtonian mechanics, with a footer element."
+1289,"A slide with title and enumeration discussing advantages and disadvantages, no figure or footer. "
+0082,"A slide with a title about Discrete Fourier Transform and a diagram, no footer, and no figure. "
+1356,"A slide with a title OCR mentioning Parita Patel Synit, with no other elements mentioned. "
+1107,"A slide titled ""iter"" explaining the use of iter to create iterators from callable objects and sentinel values, with code examples, without figures or footers."
+0806,"A slide on site organization strategies with text on pages, hierarchy, sitemap, and guides, lacking figures. "
+0316,"A slide with Boyd and Vandenberghe reference, lacking a figure, and containing a title element. "
+0794,"A slide with no figure, containing title and text elements. "
+1383,"A slide titled ""Sense Tagged Text"" with a footer element, no figure, and attributed to ""Parita Patel Synit."" "
+0503,"A slide with no title, only text, from an unidentified source."
+1097,"A slide on attaching methods and attributes to existing classes with code and enumeration, emphasizing caution, without any figures or footer."
+0707,"A slide with a title and enumeration about a PhD student at CMU, advised by Eduard Hovy and Robert Kraut, without any figures. "
+1213,A slide with a title and diagram about booking a flight through Houston.
+0044,"A slide with a structured fusion networks title and no figure, focusing on diagrams and titles."
+0245,A slide on orthogonal vectors with a title and text discussing complex numbers and orthogonality.
+1326,"A slide titled ""POS examples"" with examples of different parts of speech and words, part of a presentation by Parita Patel."
+0029,"A slide with an enumeration example involving a stack and input, no figure or footer present. "
+1135,"A slide with enumeration and title, but no other elements mentioned, possibly containing organized information. "
+0035,"A slide with an enumeration on response generation and dialog evaluation, without a figure or footer. "
+1271,"Cristian's algorithm for time synchronization, involving clients and a central time server, described in steps with a diagram."
+1164," A slide titled 2020 introducing Remix, a Reactjs full stack framework emphasizing data-to-view connections and a custom Form component for progressive enhancement. "
+1312,"A slide with enumeration and title discussing worker responses to CanCommit messages, no figure or footer present. "
+0181,"A slide with an enumeration of budget statements like Supplementary Grant, Votes on Account, without title, figure, or footer. "
+1391,"A slide with a title only, lacking any other elements, possibly discussing a specific topic. "
+0061,"A slide with the title ""Meena | Adiwardana et al. 2020"" and no additional elements, possibly related to a specific study or research."
+0194,"A slide with a title and enumeration, but no other elements mentioned. "
+1235,"A slide on Optionality and Repetition with an enumeration of regex patterns, a diagram, and a footer element, without a figure."
+1075,"A slide on determining gravitational force, weight, normal force, and frictional force with enumeration, no figure, from an unidentified source. "
+0221,"A slide detailing responsibilities like submitting accounts and providing information, without a title, figure, or footer."
+1100,"A slide on Proxy pattern with class code TimingProxy, adapted from OCR, with no figure or footer."
+1283,"A slide on distributed systems with a focus on garbage collection, deadlock detection, and algorithm termination, no figure or footer."
+0293,"An example slide on log-normal random with Boyd and Vandenberghe reference, no figures included."
+1233,"A slide continuation on Predicate-Argument Structure with an enumeration, no figure, and logical elements like title and footer_element."
+0249,"A slide on Fourier Representation of Si with an enumeration about imaginary unit i, no figure or footer."
+0250,"A slide on Fourier representation with coefficients and diagrams, lacking a footer and figure."
+0275,"A slide with a title discussing Building Interventions for Social Interaction, referencing various workshops and conferences related to Massive Open Online Courses."
+1355,"A slide on bass with 8 senses in WordNet, including musical and fish references, with an enumeration and title. "
+0696,"A slide with a title only, no figure or footer included."
+1304,"A slide titled ""Need for concurrency control"" with an enumeration highlighting uncommitted dependency and dirty read, without any figures or footer."
+0232,"A slide with enumeration on Constructive Convexity Verification, discussing function composition and convexity verification, from Convex Optimizer Boyd and Vandenberghe."
+1142,"A slide from 2008 discussing Google Chrome's development focusing on speed, simplicity, security, and utility, bridging desktop and web applications. "
+1257,"A slide detailing logical connectives and semantics, forming complex sentences similar to propositional logic, with a diagram and chart."
+1027,"A slide with a title and enumeration discussing feedback in language models with a query model update, from a presentation without figures. "
+1093,"A slide explaining the use of context managers with the 'with' statement for exception safety in paired actions, without any figures or footer."
+0924,"A slide with a title on Approximation Methods with a chart and footer element, no figures, referencing Honenine Wane."
+0065,"A slide on user intent prediction, slot filling, and state tracking with a title, enumeration, and diagram. "
+0066,"A slide on DialoGLUE with an enumeration of intent prediction and state tracking tasks, no figures or footer."
+0027,"A slide with code and title about a company board structure, mentioning Vinken and Elsevier, without figures. "
+0893,"A slide on strategically-timed attacks with an enumeration on adversary tactics and Pong game strategies, no figures or footer. "
+1267,"A slide focusing on process coordination and synchronization, addressing fundamental issues with no specific title, emphasizing the right timing and action."
+0380,"A slide on the Probabilistic interpretation of clustering with a title, text, chart, and enumeration, utilizing the Expectation Maximization algorithm."
+1396,"A slide on information extraction, mentioning entities and relations, with a footer element and enumeration."
+0888,"A slide on transferability in black-box attacks, discussing policies and training algorithms, no figure, no footer."
+0777,"A slide introducing IA's goal with an enumeration, no figure, and logical elements like text and footer_element. "
+1205,"A slide on parsing in CFGs, discussing top-down and bottom-up parsing methods for generating parse trees. "
+1389,A slide on Decision Tree Model with supervised method details in an enumeration and a footer element mentioning 'PARITA PATEL SYNIT'.
+0516,"A slide on distributional models of meaning with various dimensions and models like Skip-grams, adapted from an OCR title. "
+0018,"A slide with a title outlining the goal of constructing automatic evaluation metrics for dialog responses, adapted from course material."
+0170,"A slide titled ""PUBLIC SECTOR FINANCIAL MANAGEMENT"" with no additional content."
+1024,"A slide with a title and enumeration discussing models and parameters for document retrieval, lacking any figures, possibly from a course. "
+0258,"A slide on Discrete Fourier Transform with an enumeration explaining the symmetry of the DFT matrix, with a diagram and chart, without a figure or footer."
+1119,"A slide on Coroutine Communication with details on communication methods and expressions, emphasizing yield and yield from."
+0234,"A slide with a title about expenditure met out of revenue, including text and enumeration, no figure or footer, highlighting logical elements like titles and enumerations."
+1221,"A slide on types of deadlocks with an enumeration explaining Resource Deadlocks and Communication Deadlocks, no figure, from an unidentified source."
+0881,"A slide on Adversarial Attacks on Neural Network Policies by various authors, no figure or footer, focusing on text and title."
+1280,"A slide with a diagram and title about financial procedures under the Constitution, including an enumeration of budget planning. "
+1348," A slide presenting Noam Chomsky's mathematical grammar model from 1956, defining grammar as a 4-tuple (N, T, S, P) effective for computer languages."
+0164,"A slide discussing economic questions on production and distribution, with a title and enumeration, but no figure."
+0889,"A slide with a chart and title, no footer, and no figure, providing information related to a certain topic."
+0219,"A slide with OCR elements and enumeration, no figure or footer, nature query needed. "
+0367,"A lecture slide on k-means clustering and Expectation Maximization algorithm, with a diagram and footer element."
+1104,"A slide with code and title showing a loop for ordinals and currencies, no figures or footer."
+1330,"A slide with a title and footer element, possibly related to Parita Patel's work, containing an enumeration. "
+0011,"A slide on independence testing for a term with an enumeration, title, and no figure or footer."
+1299,"A slide with a title and enumeration, explaining types of attacks in neural networks with real-world examples. "
+0017,"A slide with a title and an enumeration discussing various linguistic examples like ""She ran up a large bill"" and ""Small boys and girls are playing""."
+0502,"A slide with OCR body elements presenting information on embeddings for words using yj and Vj, with options to use v, sum, or concatenate for double-length embedding."
+0507,"A slide on embeddings capturing relational meaning with a vector example, featuring a diagram and text, no other elements specified."
+1152,"A slide on Single-page applications (SPAs) explaining their features and challenges with enumeration, no figure or footer visible."
+0051," A slide on Open-Domain Response Generation highlighting requirements for chit-chat dialog systems to generate engaging, natural language responses with common sense reasoning."
+1092,"A slide on Interception & lifecycle with code snippets and title, discussing methods like __call__, __getattr__, and more, from the presentation."
+0009,"A slide with NLP content, no title or figure, and no footer information. "
+1019,"A slide with a footer, enumeration, and title elements, but no figures, discussing unidentified content."
+0904,"A slide with no title or figure, lacking logical elements, and no footer information. "
+0236,"A slide with an enumeration discussing the need for concurrency control, lacking any figures or footer elements. "
+0930,"A slide on Supervised machine learning with fundamental assumptions and violations in an RL setting, without any figures."
+1085,"A slide on React Component structure with enumeration on Props, State, and Styling, no figure, from an unidentified source."
+0719,"A slide with a title on Grammatical Categories discussing Positive, Comparative, and Superlative degrees related to adjectives and adverbs. "
+1247,"A slide on sentence-level constructs with declarative and imperative examples, no figure, focusing on sentence structure."
+1064,"A slide titled ""Custom options for LLMs"" discussing fine-tuning techniques post-training, with a diagram of the Corpus of Human Knowledge."
+0399,"A slide with a footer element and enumeration, but no figure, focusing on an unidentified topic. "
+0711,"A slide on modeling social roles and relations with references to ICWSM 16, CHI 17, and ACL 15, focusing on Editor Role Identification in Wikipedia and online health support communities."
+1171,"A slide with references listed, including Lerdorf, Wood, Phillips, and MozillaDON, without any figures or footer. "
+1086,"A slide on JSX with a title, enumeration, and code, explaining JSX in React, no figure, from an unidentified source."
+1293,"A slide discussing the benefits of distributed algorithms over centralized solutions with enumeration and title, no figure."
+1209,"A slide on Dynamic Programming Parsing Methods with an enumeration of CKY and Earley algorithms, discussing parsing techniques and chart parsers."
+0922,"A slide on adversarial attacks in RL, discussing mitigation methods and adversary training without figures. "
+1087,"A slide with a diagram and enumeration, lacking a title, possibly related to mathematical concepts. "
+0162,"An introduction slide on Economic concepts like Opportunity Cost and Production Possibility Frontier, with a title and text. "
+0054,"A slide on Diversity Promoting Objective by Li et al. proposing MMI usage and penalizing high-likelihood responses, with a diagram."
+1112,"A slide on reducing text with enumeration and code for factorial function, no identifiers mentioned. "
+1108,"A slide on iterators in Python, highlighting manual advancement using 'next' and handling StopIteration, with a code snippet."
+0037,"A slide on Response Generation with a dialogue between User and System, showcasing a model response, without a footer or figure."
+0320,"A slide on quasiconvex functions with a title and enumeration, no figure, from an unidentified source. "
+0291,"A slide on Eniogranh and sublevel set with diagram, enumeration, and title, no figure, from Boyd and Vandenberghe. "
+1377,"A slide with a title and enumeration, possibly discussing a topic related to language models, from a presentation without figures. "
+1122,"A slide on sharing and synchronization with a title and text, no figure or footer, illustrating thread collaboration metaphorically. "
+0869,"A slide with a title and enumeration focusing on self-assessment, understanding desires in careers, and projecting future paths."
+0898,"A slide discussing luring agents with an enumeration and title, no figure or footer present. "
+0021,"A slide with grammar rules for sentence structure, including NP, VP, DT, N, PRP, V, and their relationships. "
+1220,"A slide on Assumptions with an enumeration detailing system resource assumptions and process states, without any figures."
+0166,"A slide on Production Possibility Frontiers showing resource allocation and economic growth, with an enumeration and title."
+1288,"A slide on DS Mutual Exclusion Techniques with centralized and distributed control methods, no figure or footer. "
+0710,"A slide titled ""Analyzing Semantics for Language Understanding"" with an enumeration of research papers, no figures or footer."
+0268,"A slide without title or content, lacking any figures or footer elements."
+0013,A slide with a title and enumeration explaining information measurement and document generation using a multinomial model. 
+0265,"A slide with enumeration and title discussing changes of sign with N=8, no figure or footer present. "
+0976,"A slide on action value function for control, emphasizing the need for action rewards in dynamic programming, with a chart and footer element."
+0286,"A slide on a mathematical example with an enumeration on concavity and eigenvalues, adapted from Boyd and Vandenberghe, with a chart and code."
+1390,"An example of a decision tree model for word sense disambiguation, with a diagram and text, from 'P A R I T A   P A T E L .   S Y N I T'."
+1110,"A slide with code for yielding medals and a function, lacking a title but containing logical elements. "
+1285,A slide discussing global state determination in Distributed Systems with points on Distributed State and Local knowledge. 
+0256,"A slide on Discrete Fourier Transform with enumeration on basic functions and orthogonality, no figure or footer. "
+0958,"A slide with a footer element and enumeration, possibly related to historical timelines, without a figure or footer information. "
+1246,"A slide with enumeration and title, no figure, related to OCR. "
+1313,"A slide titled ""The Protocol"" explaining server and communication failures in the 2PC protocol with an enumeration, no footer, and no figure. "
+0704,"A slide on Microeconomics with a title and diagram depicting different spheres in economic activity, no figure or footer."
+0060,"A slide titled ""Meena"" with a conversation enumeration and a diagram, without a figure or footer, from Adiwardana et al. 2020."
+0701,"A slide with a chart titled ""Possible Future Production Possibilities"" showing two future PPF scenarios with high and low resource maintenance. "
+0392,"A slide on EM algorithm with non-convex likelihood and greedy algorithm explanation, lacking figures. "
+0034,"A slide with the title ""Objective"" discussing challenges, tasks, and models in dialog research, no figure or footer. "
+0259,"A slide with an enumeration and title, no figure or footer, emphasizing logical elements in the content."
+1322,"A slide on adverbs with examples and types like Degree Adverbs, Directional Adverbs, from 'P A R I T A P A T E L . S Y N I T'. "
+1070,"A slide on Newton's laws with an enumeration of concepts like force, acceleration, and free-body diagrams. "
+0211,"A slide on New Item statement and Schedule of New Expenditure with enumeration and title, no figure or footer."
+0967,"A slide on challenges of sampling with enumeration, title, chart, and code elements, highlighting limitations and fixed sampling schemes."
+1113,"A slide on the operator module with named functions and operators, including Unary operations, with title."
+0279,"A slide with a title and text mentioning ""Boyd and Vandenberghe"" in the footer element. "
+1115,"A slide with code and enumeration, lacking figure and footer details."
+1096,"A slide on keyword arguments as ad hoc data structures with code and enumeration, no figure or footer. "
+1254," A slide on first-order logic, explaining objects, functions, and predicates resembling natural language, with examples and diagram. "
+1366,"A slide on basic units of semantic systems with an enumeration of Entity and Concept, explained for Meaning Representation in Semantic Analysis. "
+0063,"A slide titled ""PLATO-Z2"" from Bao et al. 2021, featuring a conversation text between users and systems, with no footer or figure."
+1136,"A slide on Document Object Model (DOM) with an enumeration explaining its platform and language-neutral interface, sourced from Wood and Phillips. "
+0072,"A slide titled TripPy | Heck et al. 2020 with text discussing various topics in a poetic manner, without any footer or figures. "
+0032,"A slide on dialog history and conversation goals with an enumeration, lacking figures, from an unidentified source. "
+1101,"A slide titled ""On the money"" with code for a class Honey, no figures, no footer, source unknown."
+1314, A slide with a title on Examples showing a negative logarithm function and a strictly convex quadratic function. 
+0919,"A slide titled ""Changing the mass"" with a chart and enumeration, mentioning Inverted Pendulum and Half Cheetah, without footer or figure. "
+1023,A slide titled Rocchio in practice discussing efficiency concerns and relevance feedback in an enumeration format.
+0202,"A slide on budget utilization with a title, no figure, explaining strategic allocation and MTBF under Departmental Strategic Overview."
+0246,"A slide with orthogonal series breakdown and coefficient calculation, no figure, part of a series. "
+1150,"A slide detailing the evolution of JavaScript runtimes from 1996 to 2020, mentioning SpiderMonkey, Rhino, V8, and Chakra, with open-source developments."
+0823,"A slide with an enumeration discussing semantic relationships and complexity of metadata vocabs, lacking a figure. "
+0190,"A slide discussing the procedure related to the Annual Budget Statement, mentioning submission rules to the Provincial Assembly, without any figures or footer."
+0512,"A slide with examples of clusters and various terms like pressure, temperature, and relationships like mother-son, boss-employee, without any figures or footer."
+0383,A slide on Expectation Maximization with enumeration on tuning components for optimization and maximizing data likelihood function. 
+1088,"A slide on Life Cycle Hooks with enumeration of methods like componentDidMount(), componentDidUpdate(), componentWillUnmount() from course material. "
+0214,"A slide on developmental expenditure with an enumeration of different types of expenditures, lacking a figure and footer."
+1309,"A slide on transaction management with enumeration on Cascaded Aborts, locks, and deadlock issues, no figure or footer. "
+0180,"A slide with an enumeration of financial terms like Consolidated Fund and Voted Expenditure, without a figure, from an unidentified source. "
+0225,"A slide with a title and enumeration on auditing various entities, no figure or footer, identified by title, text, and enumeration. "
+1229,"A slide on a simple CFG with a title, code, and text, no figure or footer, describing lexicon and grammar elements."
+0400,"A slide on Information Retrieval with a title and enumeration on Flat clustering and k-means, no figure included. "
+0228,"A slide with a simple ""Thank You"" text, no title or figure, and no footer. "
+0307,"An example slide on convex functions with enumeration, diagram, and footer element, titled Convex Optimizer."
+0895,"A slide with a preference function enumeration and perturbation search diagram, no footer, from an unknown source. "
+0028,"A slide with enumeration on language structure and CFG limitations, lacking a title. "
+0369, A slide on partitional clustering algorithms discussing NP-hardness and optimizing partition instances into clusters with a typical criterion.
+0379,"A slide on probabilistic interpretation of clustering with a mixture model and Naive Bayes, including enumeration and a chart."
+0513,"A slide on a class-based language model with a title, text, and enumeration, no figure or footer. "
+0239,"A slide on Frequency Domain explaining signal analysis in time and frequency domains, no figure or footer, part of a presentation."
+0208,"A slide with a title ""Excess"" discussing funding sources, with no figures or footers. "
+1117,A slide with OCR body elements related to code and title. 
+0079,"A slide with a title OCR mentioning USR | Mehri and Eskenazi. 2020, featuring an understandable diagram and enumeration. "
+0501,"A slide on turning outputs into probabilities using softmax with enumeration and title, no figure, from PARITA PATEL'S presentation."
+0262,"A slide on Yiccrete Wlaich Functions with an enumeration of changes of sign, indicating different sign variations in a chart."
+0213,"A slide discussing Permanent Budget with a title and text, no figure or footer elements present. "
+0229,"A slide titled Financial Management Course with a chart, focusing on financial management concepts."
+1262,"A slide highlighting the differences between DEA and NEA, with enumerations explaining DFA and NFA, easier to construct."
+1203,"A slide on grammar lexicon with a Simple CFG diagram and enumeration of different parts of speech like Noun, Verb, adapted from an unknown source. "
+0805,"A slide with a diagram, text, and footer element, but no title, focusing on an unknown topic. "
+1120,"A slide titled ""CAOroijytine action"" with code for evaluation and replacement functions. "
+1382,"A slide on supervised WSD methods with enumeration and resources, focusing on classification problem, from Parita Patel's course. "
+1078,"A slide with a title, text, diagram of a hanging block, and no figure, possibly related to geometry."
+0703,"A slide with OCR body elements and a diagram, no figure or footer. "
+1216,"A slide with a title and enumeration discussing the importance of data streams and oracles in modern data processing, no footer, no figure. "
+0900,"A slide with no figure or footer, possibly discussing a topic related to diagrams and text."
+1392,"A slide discussing Advantages and Disadvantages with examples like Co-occurrence Graphs, Hyperlex Algorithm, and WSD, with a footer element."
+1167,"A slide titled ""2021"" with an enumeration about Deno edge infrastructure, islands architecture, and Preact. "
+1118,"A slide titled ""Facris Gt a4 Giqance"" with an enumeration discussing threading, Python's GIL constraints, multiprocessing, and concurrency models."
+0278,"A slide with a title discussing various language processing tasks like grammar checking, question answering, and machine translation."
+0393,"A comparison slide between k-means and Gaussian Mixture models discussing assumptions and distance measures, with a chart, from a presentation without figures."
+0015,A slide with a title and enumeration discussing the role and types of trusted information beacons in data stream processing systems. 
+1250,"A slide titled ""Advantages"" detailing the benefits of having variable arguments for events and logical connections between examples."
+1116,"A slide on partial application with code and enumeration, discussing binding values to function parameters using functools.partial."
+0078,"A slide discussing dialog evaluation metrics with a title and enumeration, no figures, from authors Yi-Tine Yeh, Maxine Eskenazi, and Shikib Mehr. "
+0269,"A slide on Walsh Transform matrix properties with enumeration and title, no figure or footer."
+0059,A slide on DialoGPT pre-training with an enumeration of steps and a diagram showing response generation ability.
+0231,"A slide on non-developmental expenditure items with an enumeration, no figure, from NMiain iccues. "
+0714,A slide with enumeration and diagram discussing the uses of regular expressions in NLP and corpus analysis.
+0019,A slide on context-free grammar with an enumeration of its components like non-terminal symbols and rules. 
+0702,"A slide with a title, possibly containing OCR elements, and no figure or footer. "
+1121,"A slide on synchronization in Python with different primitives like Lock, RLock, and Condition, emphasizing context managers. "
+0799,"A slide titled ""Top-Down Navigation: Guides"" with an enumeration highlighting the benefits of single-page guides for specific audiences, from course material. "
+0196,A slide with a title discussing financial terms related to budget statements. 
+0385,"A slide continuation on Expectation Maximization, optimizing lower bound with negative KL-divergence and constant respect to g(Z)."
+0043,"A slide on Seq2Seg with Attention by Budzianowski et al. 2018, featuring a diagram with database pointer and oracle belief state."
+0312,"A slide outlining content with a title, no figure, by Boyd and Vandenberghe. "
+0708,"A slide titled ""Her Work"" bridging Social Computing and NLF, with an enumeration of conference and journal papers."
+0313,"A slide on convex functions with perspective details and code, mentioning footer element."
+0205,A slide with an enumeration discussing ecological balance and preserving natural resources without a title.
+1341,"A slide with a diagram and token chart, possibly related to Parita Patel, with no figure mentioned. "
+1169,"A slide discussing the shift to edge computing and disappearing frameworks, questioning technology choices, with enumeration and title."
+0878,"A slide with a title and text elements, no figure, prompting to write a future press release for a UX team. "
+1281,"A slide on causality and concurrent events with integer clocks, following causality rules, and identifying concurrent events. "
+1145,"A slide from 1994 discussing the inception of CSS with enumeration and code, emphasizing browser compliance through ACID tests. "
+1138,"A slide on the browser wars in 1994 with an enumeration of events involving Netscape and Internet Explorer, referencing Bill Gates and Sebenius."
+0831,"A slide on Dublin Core metadata in HTML, identifying elements with ""DC"" prefix, featuring code and footer elements."
+0209,"A slide on re-appropriation of funds with text and title, no figure or footer details provided."
+1321,"A slide on Open Class Words: Adjectives with examples like ""heavy, blue"" and concepts like color and age. Presented by Parita Patel. "
+0907,A slide with no specific content or elements mentioned. 
+1202,"A slide with no specific content mentioned, possibly a placeholder slide. "
+0184,"A slide titled ""Public Account"" detailing moneys received by the Provincial Government, no figures or footer. "
+0233,"A slide on revenue receipts detailing sources like taxes, fees, and federal grants, with no figures or footer."
+0186,"A slide without title or figure discussing regulation of Public Account withdrawal, focusing on text from Provincial Assembly Act."
+0047,"A slide titled SOLOIST | Peng et al. 2020 with a diagram, no figure or footer mentioned. "
+0285,"A slide on convex functions with enumeration and title from Boyd and Vandenberghe, exploring convexity conditions. "
+1286,"A slide on deterministic and non-deterministic computation with enumeration, lacking a figure, from an unidentified source. "
+0370,"A slide on k-means algorithm with steps for cluster assignment and centroid update, no figure, part of a presentation."
+1333,"A slide on POS Tagging with examples of ambiguities, illustrating the problem of determining POS tags, no figure. "
+1080,"A slide on React framework with enumeration and title, no figure, from an unidentified source."
+0908,"A slide with a title on Action Planning and a start attack instruction, no diagram, from an unidentified source. "
+0284,A slide on the extended-value extension of a convex function with an enumeration and simplified notation examples. 
+1376,"A slide with enumeration and a title, possibly related to a person named Parita Patel."
+1387,"A slide featuring Naive Bayes Algorithm with an enumeration explaining its probabilistic approach and conditional probability, with a title and footer element. "
+0925,"A slide with OCR elements and an enumeration discussing deadlock conditions without figures, from an unidentified source. "
+1345,"A slide with enumeration, text, title, and footer element, no figure, possibly by Parita Patel. "
+0272,"A slide with an enumeration on OCR elements and title, no figure or footer. "
+0920,"A slide with a title on changing friction coefficient with a chart showing data for HalfCheetah, Hopper, and Walker2d."
+0366,"A slide titled ""k-means Clustering"" by Hongning Wang at CS@UVa, no figure, no footer."
+1039,"A slide with enumeration, title, and footer element, without a figure, from an unidentified source."
+0193,A slide on budget authentication with enumeration and title Article 122 from a presentation with no figures or footer.
+1327,"A slide with title, enumeration, and footer element explaining the process of assigning part-of-speech markers to words. "
+1249,"A slide discussing semantic information and lexemes, emphasizing the importance of external grounding, without any figures or footer. "
+0185,"A slide on Custody of Consolidated Fund with title and text, no figure, from an unidentified source. "
+0784,"A slide titled ""The Holy Grail"" with text about cutting against the political era, containing a diagram and footer element, no figure."
+1230,"A slide titled ""Vata Streams and Oracles"" about real-time analytics transformation by Arya Shahi and Prince Kumar, with no figure or footer."
+0915,"A slide on optimizing for CVaR instead of mean performance with enumeration, lacking figures or footer."
+0257,"A slide on orthogonal matrices with properties and inverse matrix explanation, no figure or footer, part of a presentation."
+1394,"A slide on co-occurrence graphs example with text explaining edge weights and syntactic relations, no figure, part of P A R I T A   P A T E L .   S Y N I T. "
+0198,"A slide with only text and title elements, no figure or footer. "
+1334,"A slide on current performance metrics with an enumeration of tag accuracy percentages, baseline comparison, and code snippet, part of course content."
+0955,"A slide titled ""Emphatic-TD methods"" with a chart, possibly discussing a specific method or approach, without any figures."
+0372,"A slide with OCR elements and a chart, lacking a figure, possibly related to nature. "
+0901,"A slide on future state prediction with a title and text, no diagram or chart, without a footer. "
+0709,"A slide focusing on research areas with enumeration, no footer, and diagram elements."
+0706,A slide outlining topics with a title and enumeration on Her Work and Research Focuses. 
+0178,"A slide on budget cycle stages with enumeration, no figure, detailing budget formulation to auditing, no footer."
+1317,"A slide questioning the importance of identifying stems, with an enumeration of reasons and notes on stemming and semantics, from P A R I T A P A T E L . S Y N I T."
+1357,"A slide on Policy improvement guarantee with code and enumeration, without any figures, from an unidentified source."
+0788,"A slide discussing user questions and content overview, with navigation strategies, no specific title mentioned. "
+1242,"A slide related to Mutual Exclusion and atomic operations in transactions, without a figure, from a course. "
+0917,"A slide comparing test environments with a title, chart, and text, showing data for different scenarios."
+1273,"A slide titled Berkeley Algorithm with an enumeration, no figure, and no footer elements."
+0882,"A slide with a title, text, and enumeration, motivating the understanding of neural network attacks and implications."
+1208,"A slide on Dynamic Programming Parsing with a focus on caching for polynomial time parsing algorithms, based on top-down and bottom-up search. "
+1217,"A slide on unbounded data processing with infinite size and duration, emphasizing real-time processing and adaptability for dynamic data patterns. "
+0304,"A slide with enumeration and title from Boyd and Vandenberghe Convex Optimizer, no figure. "
+0317,"A slide on quasiconvexity and quasiconcavity with a chart, discussing sublevel sets and convexity."
+0295,"A slide discussing convex functions, operations preserving convexity, constructive convex analysis, and quasiconvexity. "
+1315,"A slide on grammatical categories related to verb tenses, with enumeration, title, and footer element."
+1091,"A slide with Python Advanced course chapters listed in code format, no title or figure. "
+0299,"A slide with various elements like text, enumeration, diagram, and chart, with a title and reference to Boyd and Vandenberghe. "
+0294,"A slide with a chart and text, part of a presentation by Boyd and Vandenberghe, focusing on an unidentified topic."
+1371,A slide on Word Sense Disambiguator with examples of different meanings of the word 'star' and their mappings. 
+1318,"A slide on word classes with enumeration of open and closed classes, discussing grammatical words, and major open classes. "
+1347,"A slide discussing the importance of grammar in programming languages and linguistics, with a title and footer element. "
+0039,"A slide titled Task-Oriented Response Generation listing various tasks like MultiWOZ, SGD, STAR, from different authors, with text and enumeration. "
+1234,"A slide on De Morgan's Rule, explaining negation in disjunctions or conjunctions with a generalized rule, no figures included."
+1399,An example of bootstrapping with patterns for finding new tuples related to burial places of individuals like Mark Twain.
+1266,"A slide on distributed algorithms for tasks like communication and resource allocation, with title and enumeration, no figure or footer."
+0376,"A slide on complexity analysis with enumeration on cluster membership and centroid computation, adapted from course materials. "
+0188,"A slide on Charged Expenditure with enumeration on various payable expenses, no figure or footer."
+1335,"A slide on different models for text processing like HMM and CRF with enumeration, part of a presentation by Parita Patel."
+0318,"A slide with examples of quasilinear functions and diagrams, with a footer element, from an unidentified source."
+0909,"A slide with no title, figure, or footer, containing no logical elements, only OCR elements."
+1155,"A slide on Backbone.js with enumeration explaining its data model and views interaction, abstraction for SPAs, and light helper role. "
+0508,"A slide titled Brown Clustering with no figure, from OCR text. "
+0030,"A slide from Carnegie Mellon University with OCR elements like title and text, no figure or footer. "
+0276,"A slide with the title ""The Walsh-Hadamard Transform matrix"" explaining properties of the matrix, emphasizing orthogonality and self-inversion, with an enumeration."
+0201,A slide on budget preparation emphasizing lead time and calendar creation without a title or figure. 
+1215,"A slide detailing the role and types of oracles like Knowledge-Based, Sensor-Based, and Human-Based in bridging real-world events with data streams."
+0802,"A slide with enumeration and footer element discussing OCR body elements, without any figures. "
+0174,"A slide on the Accountability Process involving various entities like the Legislature and the Auditor-General of Pakistan, with enumeration and title."
+1013,"A slide titled ""Relevance feedback"" with a query diagram and user judgment results, lacking a figure."
+1204,"A slide on sentence generation with enumeration and a diagram, no footer, discussing recursive rewriting and terminal symbols."
+1323,"A slide on adverbs with examples and definitions, attributed to P A R I T A   P A T E L .   S Y N I T. "
+0314,"A slide on Conjugate function with enumeration and title ""Convex Optimization"" for chapter 5, no figure. "
+0253,"A slide on Discrete Fourier Transform with enumeration and title, no figure or footer present. "
+0252,"A slide on Inverse Fourier Transform with enumeration and title, no figure or footer. "
+1338,"A slide with a title and footer element, no figure, featuring the name ""PARITA PATEL SYNIT."""
+0218,"A slide with a title and enumeration explaining delegation of financial powers under Financial Rules 2001, without any figures or footer. "
+1068,"A slide titled ""Summary"" discussing LLMs, fine-tuning models, and prompt expansion with text, diagram, and enumeration elements."
+1084,"A slide with OCR elements and a diagram, possibly related to nature, with an enumeration, but no other identifier information. "
+1223,"A slide on Single-Unit Resource Allocation with nodes representing processes and resources, discussing deadlock and wait-for-graph cycles."
+0807,"A slide on Bottom-Up Navigation Road with a title and text, no figure, and logical elements like diagram and footer_element. "
+0810,"A slide on content modeling basics with enumeration and contextual links, including a diagram and title."
+1014,"A slide on feedback documents and query expansion with an enumeration, no figure, and title ""Basic idea in feedback"" for retrieval."
+1274,"A slide with a title, diagram, and enumeration discussing OCR body elements without figures or footers. "
+1332,"A slide with an enumeration on Penn Tagset, discussing prepositions and conjunctions, with a title and footer element. "
+1066,"A slide with OCR body elements explaining the use of embeddings in word representations, with options like using v, summing, or concatenating."
+1358,"A slide with title ""WORDNET: A Database of Leé"" and footer element, no figure, and text enumeration. "
+1156,"A slide on Knockout.js with MVVM architecture and observable implementation, no figure, from 2010."
+1130,"A slide on handling money values with precision, comparison, and operations, emphasizing non-lossy calculations without modifiers. "
+0985,"A slide on Off-Policy MC evaluation with importance sampling and reweighing experiences, adapted from OCR data with a diagram and code."
+0389,"A slide on Expectation Maximization with a key step, explaining EM process with likelihood maximization, E-step, and M-step, adapted from an unknown source."
+0031,"A slide with an enumeration discussing top-down navigation strategies and important areas, without a figure or footer. "
+0826,"A slide on RDF metadata with text, diagram, and enumeration, without a figure."
+0896,"A slide with a title and a chart, discussing Test A3C and DQN with an enumeration, but no other identifier information."
+0698,"A slide with a title and chart showing Society's Production Possibilities Frontier with Quantity of Guns, no figure or footer. "
+0169,"A slide with a copyright footer from 2006 and an enumeration without any figures, possibly related to business education."
+1153,"A slide without a title, possibly containing visual elements, but no specific details provided."
+0382,"A slide on Jensen's inequality with convex function and positive weights, featuring an enumeration and chart, with a title."
+1350,"A slide with an enumeration, title, and footer element. "
+0913,"A slide with title ""Key Insight"" discussing modeling errors and training models robust to disturbances, no figures or footer. "
+0813,"A slide on content modeling with title and text elements, no figures, connecting with metadata rules."
+1248,"A slide on NLP parsing process with grammar rules, text, code, and title, without figures."
+1126,"A slide on synchronization quadrant with a title and diagram, no figures, from an unknown source."
+0378,"A slide on probabilistic clustering with a mixture model and unimodal distribution, using enumeration and a chart."
+1162,"A slide on Electron development with enumeration and code, referencing 2013. "
+1295,"A slide on the Token-Ring Algorithm with advantages and disadvantages listed in an enumeration, along with a diagram, and a title."
+0935,"A slide with chart, diagram, title, and footer elements. "
+1291,A slide on distributed algorithms explaining the process of entering a critical region in a distributed system.
+0774,"A slide on Enterprise Information Architecture with a title and text mentioning user preferences, from Louis Rosenfeld, without any figures. "
+0055,"A slide titled ""Diversity Promoting Objective"" from Li et al. 2016 with no other elements mentioned. "
+1319,"A slide on Nouns classification with types like Proper Nouns, Common Nouns, Count Nouns, and Mass Nouns."
+0386,"A slide on Expectation Maximization with an enumeration discussing optimization and tight lower bounds, without any figures. "
+0040,"A slide titled Task-Oriented Response Generation, discussing dialog systems requirements and interactions, without footer, no figure. "
+0189,"A slide on charged expenditure continuation with legal terms and judgments, part of Article 121, featuring enumeration and title."
+1384,"A slide titled ""Two Bags of Words"" by Parita Patel with no figure, from Synit. "
+1148,"A slide discussing ES2015 features with enumeration, code snippet, and chart, no figure or footer included. "
+0306,"A slide on Part-of-Speech Tagging in Natural Language Processing, explaining word categorization and sentence conversion with diagrams, from PARITA PATEL. SYNI."
+1102,"A slide with title ""Built-in sequence types"" containing text and code elements, no figure, from an unidentified source."
+0041,"A slide with a title and diagram about Pipeline Dialog System, no footer, from an unknown source. "
+1378,"A slide with an enumeration discussing sentence examples and selectional restrictions, attributed to J&M, with a title and footer element by Parita Patel."
+1076,"A slide on gravitational force with an enumeration of its characteristics, including equations, and a vector representation, without a figure."
+0183,"A slide with text discussing provincial government revenues and loans, without figures or footer. "
+0248,"A slide with an enumeration explaining a set of functions and angular frequencies, without a title or footer, focusing on mathematical concepts."
+0962,"A slide on methods using random sampling for numerical results, with enumeration and title."
+0271,"A slide without any content, possibly a placeholder or introductory slide."
+1089,"A slide on running a React application with steps and code, no figure or footer. "
+0022,"A slide exploring language structure with examples and constituent order, no figures or footer."
+0273,"A slide titled ""Waishn Transform in Hadamard Order"" with no other elements mentioned. "
+1363,"A slide with an enumeration, title, and footer element, possibly related to Parita Patel. "
+1308,A slide titled Locking explaining a pessimistic approach to prevent illegal schedules through synchronized operations and scheduler-managed locks.
+0910,"A slide with a chart and enumeration related to Unsupervised WSD challenges, from a presentation by Parita Patel. "
+0371,"A slide with a k-means illustration and no figure, focusing on the title and chart elements."
+0791,"A slide on EIA discussion diversion with supplementary navigation and search interface, part of top-down navigation, from an OCR title."
+0776,"An introduction slide on structuring information for user needs, balancing characteristics, and top-down and bottom-up approaches, with a diagram and enumeration, but no footer."
+0230,"A slide with a title and enumeration, no other elements or identifiers provided."
+1259,"A slide on regular expressions with an enumeration of terms like Regular Expression and String, without any figures."
+1124,"A slide titled ""concurrent futures"" with an enumeration on executors and work submission, no figure or footer. "
+1238,"A slide titled ""Ginhal State"" with text on distributed systems, stability, and essential properties, including an enumeration, no figure or footer. "
+1094,"A slide on assertions with various optional arguments, listed in an enumeration, and code snippets, no figure, from an unidentified source."
+1069,"An example of vector embeddings with code and title, discussing document indexing and query engine, no figures. "
+0215,A slide on distinct project activities with finite start and end dates described in an enumeration with no figure or footer.
+1206,"A slide on Simple CFG with code and enumeration, no figure, from OCR text and title. "
+1253,"A slide with a focus on logics and primitives, featuring an enumeration, title, and footer element."
+0792,"A slide with enumeration and text content, no specific title or figure mentioned."
+0220,"A slide detailing financial control principles for organizations, without title or figure, focusing on enumeration from 'P A R I T A   P A T E L .   S Y N I T'."
+0717,"A slide with a title ""Hierarchical Attention Network"" and elements like Sentence Encoder, Sentence Attention Layer, and a chart. "
+0050,A slide on open-domain response generation with references to various dialog systems like DailyDialog and PersonaChat. 
+1243,"A slide with OCR elements and an enumeration, no figure or footer present. "
+0819,"A slide on content modeling with a title and text, no figure, discussing putting elements together. "
+1279,"A slide on property 2 execution steps with enumeration, no figure, adapted from previous slide. "
+0080,"A slide with a title ""GRADE"" from Huang et al. 2020, containing logical elements of title and diagram, no footer. "
+1127,"A slide with a title on Python modules, enumeration, and a diagram, without a figure or footer. "
+1276,A slide on Lamport Algorithm with a diagram showing message delivery between application and middleware layers.
+0289,"A slide with a title, text, chart, and footer element, no figure, possibly related to B o y d   a n d   V a n d e n b e r g h e."
+0918,"A slide with a title, text, and chart showing algorithm testing without disturbances in a test environment."
+0288,A slide on Sarond-narder conditions with an enumeration of mathematical conditions and a diagram illustrating convexity.
+0042,"A slide on Task-Oriented Response Generation focusing on dialog systems and task-specific requirements, no figure or footer."
+1302,"A slide on Concurrency Control with a diagram showing READ/WRITE transactions and Transaction Manager, part of a course. "
+1354,"A slide on WORDNET, a lexical database, with enumeration and title, mentioning its development process, from PARITA PATEL'S presentation."
+1265,"A slide on basic regular expression patterns with enumeration and code, focusing on uses of special characters like caret and period."
+1374,"A slide on Knowledge-based WSD methods with resources like Machine Readable Dictionaries, adapted from an unidentified source."
+0384,A slide with a chart and footer element discussing EM with intuitive understanding and data likelihood optimization. 
+1352,"A slide on semantic analysis elements like Hyponymy and Homonymy, no figure, part of a presentation by P A R I T A   P A T E L."
+1364,A slide with a diagram and title by Parita Patel on Compositional Analysis. 
+0077,"A slide with a title and enumeration, no figure or footer, possibly related to indicators of problematic EIA. "
+0212,"A slide titled ""New stem statement s/NIS;"" with an enumeration of expenditure details on grants and contributions."
+1305,"A slide with a title and enumeration, lacking figures and footer elements. "
+0876,"A slide prompting team assessment with enumeration to calculate and compare total scores, no figure or footer."
+1081,"A slide on the benefits of React with a title and enumeration, highlighting virtual DOM efficiency for faster updates. "
+1129,"A slide with enumeration and title, no additional information provided. "
+0793,A slide on top-down navigation with an enumeration on site maps for user orientation and migration to user-centric design. 
+1232,"A slide featuring the Edge-Chasing Algorithm with an enumeration explaining Chandy-Misra-Haas’s Algorithm for AND model, adapted from an OCR source."
+1240,"A slide on system states with an enumeration of process, memory, register, files, kernel buffers, and channel states, along with application-specific information and messages in transit."
+0226,"A slide on Auditor-General reports with enumeration on submission process to President and Governor, no figure or footer. "
+1134,"A slide on the history of cgi-bin in 1993 from NCSA with an enumeration and code snippet, no figures or footer."
+0808,"A slide with enumeration, text, and footer element, no figure, possibly related to OCR. "
+1380,"A slide with OCR text about questions, no other elements or identifiers present."
+1368,"A slide on Basic Units of Semantic System with title ""PARITA PATEL SYNIT"" and examples of relations and predicates, no figure. "
+0514,"A slide titled ""Vector Semantics"" with text on evaluating similarity, taken from OCR data."
+1141,"A slide on the history of Mozilla project with enumeration and title, referencing MozillaHistory."
+1306,"A slide discussing Concurrency Control Algorithms with a title and enumeration on synchronization methods, no figure or footer. "
+0715,"A slide with a title on Hierarchical Attention Network using GRU-based encoder and gating mechanism, referencing Bahdanau et al., 2014."
+0877,"A slide with a title only, no other elements, indicating a focused discussion on a particular subject matter."
+0309,"A slide on disciplined convex programming (DCP) with an enumeration of constructing convex functions using expressions and atomic functions, focusing on convexity attributes. "
+0076,"A slide on evaluating dialog challenges with an enumeration and title, discussing interactive dialog systems and research focus. "
+0375,"A slide with a title on k-means illustration, no specific body elements, and a footer element and chart. "
+0374,"A slide with a title and chart illustrating k-means, lacking any figure, and part of a presentation by P A R I T A   P A T E L .   S Y N I T. "
+1268,"A slide on time synchronization, global state acquisition, and concurrency control with an enumeration, no figure, from NMiain iccues. "
+1372,"A slide on applications of Word Sense Disambiguation (WSD) in language technology, focusing on Machine Translation without explicit WSD module."
+0974,"A slide on Monte Carlo prediction with Chernoff-Hoeffding bound and unbiased estimate of value function, no figure. "
+0948,"A slide on Sarsa with action value approximation, featuring a Mountain Car chart with steps per episode on a log scale, emphasizing grid feature representation."
+0921,"A slide titled ""Visualizing Robustness and the adversary policy"" with enumeration, diagram, and chart elements, no footer."
+1214,"A slide introducing data streams and oracles with definitions and examples, featuring an enumeration and title, without figures or footers."
+1083,"A slide titled ""Why React?"" highlighting the importance of state management in web applications and options provided by ReactJS."
+0866,"A slide with a title and text discussing Assessment as a means to drive, with a diagram, no figure or footer. "
+0223,"A slide with an enumeration and text, possibly a title, without any figure or footer. "
+1212,"A slide on Simple CFG with title, text, and code elements, describing grammar lexicon."
+0506,"A slide titled Properties of embeddings with enumeration and text, referencing Mikolov et al. 2013, without figures or footers."
+0227,"A slide titled ""Public Accounts Committee in Pakistan"" with enumeration detailing committee roles and rules, no figure or footer. "
+0815,A slide on content modeling with enumeration steps and a title element for developing a model. 
+0789,"A slide titled ""Portal Solutions: Why they fail 1/2"" with an enumeration discussing reasons for portal failures, without any figure."
+0016,"A slide on parsing in nature, discussing tree structures and grammars with an enumeration, no figure, from an unidentified source."
+0827,"A slide on Metadata and Topic Maps, explaining content modeling with topics, occurrences, and associations, adapted from ""Tao of Topic Maps"" by Steve Pepper."
+0509,"A slide with OCR body elements and enumeration, lacking figures and footers. "
+1397,"A slide on Relation Extraction methods with 5 approaches like Hand-built patterns, Bootstrapping, and Supervised methods. Presented by Parita Patel. "
+1316,"A slide with OCR elements discussing ""P A R I T A   P A T E L .   S Y N I T"" with enumeration, title, and footer element."
+1158,"A slide from 2014 with Vue.js details, code snippet, and enumeration, no figure or footer."
+0390,"A slide on EM understanding with enumeration and chart, focusing on cluster membership and updating clusters, no figure. "
+0712,"A slide with a title and enumeration discussing the differences between bytes and str in Python, with encoding and decoding based on UTF-8."
+1231,"A slide titled ""Content Modeling"" with questions and a reference to ""Navigation Stress Test"" by Instone, with text and footer elements. "
+1370,A slide on Word Sense Algorithm for Natural Language Processing (NLP) with approaches like WordNet and machine learning. 
+0266,"A slide on Walsh functions forming an orthogonal system for power of 2 vectors, with enumeration, and title. "
+0897,"A slide with a title mentioning ""Enchanting Attack"" but no further content or elements provided."
+1344,"A slide on Top-down and Bottom-up Parsing with an enumeration, title, and footer element, referencing Parita Patel."
+0373,"A slide with a title ""k-means illustration"" containing a chart and footer element, without any figure. "
+0173,"A slide titled ""Financial Control in Pakistan"" discussing the Doctrine of accountability and related concepts, with an enumeration and a diagram."
+1067,"A slide on prompt expansion with RAG, discussing real-time context, user-specific info, and factual data, with a diagram and title."
+1224,"A slide explaining process-resource interaction in DS using enumeration, with a title and no figures or footers. "
+1339,A slide discussing the correct contextual usage of prepositions and noun phrases with an enumeration and diagram elements. 
+0251,"A slide with enumeration and title elements, lacking figures or footers, related to OCR. "
+0300,"A slide with enumeration on convexity and support functions, with a footer element, no figure, from OCR data."
+1168,"A slide with a title, code, and enumeration about the Qwik JavaScript framework, emphasizing resumability and reactivity, without any figures or footer."
+0281,"A slide with enumerations and text on mathematical functions like exponential and logarithm, with a footer element and title. "
+0504,"A slide with OCR elements discussing clustering via graph cut, with a chart and code, no footer. "
+0982,"A slide titled ""WORDNET: A Database of Lexic."" with text and enumeration, lacking any figures or charts."
+0237,"A slide titled ""FOURIER TRANSFORM AND WALSH TRANSFORM"" related to CMPT-433 Numerical Computation, lacking figures and footer."
+1073,"A slide on Newton's laws with an enumeration on forces and equilibrium, lacking figures. "
+1143,"A slide comparing Internet Explorer and Google Chrome in 2009 using a chart, with the title as a key element. "
+0067,"A slide titled ""ConVEx | Henderson and Vulic. 2020"" discussing a pre-training paradigm for slot filling with strong few-shot/zero-shot performance. "
+1258,"A slide on regular expressions with title and enumeration, highlighting their role in language definition and text processing."
+1337,"A slide on sentence constructs with yes-no and wh-questions, illustrated with diagrams and text, from 'Cantancea' course."
+1298,A slide comparing Nested vs. Distributed Transactions with a diagram and enumeration on transaction types.
+1260,"A slide with a simple example, showing a sequence of characters, with title and enumeration, no footer or figures."
+0025,"A slide with a title and text describing grammar rules for sentence structure, without any figures or footers. "
+0010,"A slide introducing NIP with a title, no other elements mentioned, possibly an introductory slide."
+1149,"A slide on Web Assembly with enumeration and code, discussing its efficiency and target for higher level code, without any figures or footer."
+0871,"A slide with a title and diagram, no figure or footer information available. "
+0182,"A slide continuing ""Budget Terminology"" with terms like NIS, Developmental Expenditure, Revenue Receipts, and Capital Expenditure. "
+0941,A slide discussing various types of approximations in machine learning with a list of methods like regression trees and neural networks. 
+1010,"A slide titled ""Relevance Feedback"" by Hongning Wang from CS@UVa, focusing on relevance in information retrieval."
+1381,"A slide with a title and footer element, possibly related to Parita Patel, but lacking any figures, featuring an enumeration."
+1379,"A slide on Lesk Algorithm with an enumeration explaining disambiguation of words like PINE and CONE, adapted from P A R I T A P A T E L. S Y N I T."
+0058,"A slide on Transfer-Transfo with Word embeddings diagram, lacking a figure and footer, and referencing Wolf et al. 2019."
+0718,A slide titled Hierarchical Attention Network with enumeration on document vector and softmax function.
+0397,"A slide on optimizing clustering with varying k and validation methods, no figure, from a presentation on determining k. "
+1310,"A slide on transaction phases with enumeration and title, no conflicts assumed, from an unidentified source."
+0905,"A slide without title or figure, discussing private workspace in transactions with enumeration. "
+1272,"A slide titled ""Berkeley Algorithm"" with no figure or footer, possibly related to algorithms."
+0796,"A slide with a diagram and title, but no other identifier information provided. "
+0081,A slide with a title and diagram about DynaEval by Zhang et al. 2021. 
+1301,"A slide on Concurrency Control with a title and enumeration explaining the roles of Data Manager, Scheduler, and Transaction Manager. "
+0046,"A slide titled ""Strictured Fusion Networks"" with elements like NLG+, DM+, NLU+, and a chart, without a figure or footer. "
+0073,"A slide with a title and text explaining the process of dialog evaluation using dialog history, generated response, and reference response for scoring."
+0302,"A slide discussing composition with scalar functions, explaining convexity conditions and proofs, without figures."
+0199,"A slide with OCR body elements discussing LLM programs and their limitations, focusing on memory and self-attention."
+1296,"A slide on mutual exclusion with an enumeration of shared data protection and atomic actions, without figures or footer, part of course materials."
+1147,"A slide on TypeScript from 2012 with enumeration of features and limitations, including code snippets, adapted from course materials."
+1336,"A slide discussing rule-based POS tagging, highlighting its simplicity and limitations compared to machine learning-based taggers, with example rules for assigning POS tags. "
+1106,"A slide on namedtuple creation for tuple types with named attributes, subclass of tuple, and code examples."
+0203,"A slide on Budget Preparation Forms and procedures for budget estimates, without a figure or footer. "
+0387,"A slide on Expectation Maximization in k-means, optimizing the lower bound with posterior distribution and optimal solution q(Z)."
+1360,"A slide on Compositional Semantics with an enumeration explaining the principle of compositionality and a simple example, with a footer element."
+0071,"A titled slide referencing TripPy by Heck et al. 2020, containing a diagram and code. "
+1137,"A slide with title ""1994"" and enumeration text about Netscape Navigator's history, IPO, and acquisition by AOL, without any figures. "
+0944,"A slide on Prioritized experience replay with a chart, title, and footer element, no figure included."
+1131,"A slide on Homework with an option to use decorators for passing data, OCR data with code, and a title, no figure or footer."
+1099, A slide explaining Liskov Substitution Principle with text and title elements. 
+1297,"A slide on different types of transactions with an enumeration, discussing Flat, Nested, and Distributed Transactions, highlighting their disadvantages. "
+1170,"A slide with references to historical sources like Lincoln Laboratories and the World Wide Web, without any figures or footer details."
+1219,"A slide discussing deadlocks in systems, emphasizing detection and prevention, without figures, from an unidentified source. "
+0778,"An introductory slide with no specific content, part of a series, lacking detailed information or visual elements."
+0167,"A slide on Production Possibility Frontiers with text and chart, discussing resource reallocation and opportunity cost."
+0824,"A slide with a title on Metadata attributes, with an easy to difficult scale, no figure, and footer element. "
+0395,"A slide on k-means clustering with enumeration of features like scalability and parallelization, from a list of top data mining algorithms."
+1311,"A slide titled 'The Protocol' with enumeration detailing voting phases, no figure, from a coordination perspective."
+0254,"A slide with an enumeration and title, no figure, from an unidentified source."
+1239,"A slide detailing the Lamport Algorithm with code and enumeration, focusing on message timestamps and process synchronization."
+1157," A slide detailing React's features like JSX, Virtual DOM, and component-based API with enumeration, title, and code elements."
+0867,"A slide with a title and a diagram, possibly related to transactions or data management."
+1159,"A slide with an enumeration and title, no figure or footer, and possibly containing code. "
+0238,"A slide titled ""Signals and Functions"" explaining signals as functions on time or space intervals with an example of a 1-D signal."
+1287,"A slide on the ""Ring"" Election Algorithm with an enumeration describing the election process in a logical ring structure. "
+1065,"A slide on custom fine-tuning with LoRA, featuring a diagram and chart, discussing parameter subsets and model adaptation."
+0298,A slide with a missing title but containing text and footer elements.
+1369,"A slide on tasks in Semantic Analysis with text, enumeration, title, and footer, no figure, by Parita Patel."
+0697,"A slide discussing basic human needs, security, happiness, potential realization, fairness, freedom, and participation without a title. "
+0362,"A slide on ""Clustering as graph cut"" explaining pairwise distance, graph cut for clustering, with a related diagram."
+0216,"A slide titled 'Principal Accounting Officer' with enumeration about responsibilities, no figure, from an administrative context."
+0822,"A slide on metadata and content relationships with contextual text and enumeration, lacking any figures. "
+0260,"A slide with a code snippet and title about a function Simplified_Lesk, with footer element, and no figure. "
+1163,"A slide with title ""2016"" discussing Next.js integration with Vercel, built on popular tools, and expanding features yearly. "
+1071,"A slide with footer elements and enumeration, lacking a figure, possibly discussing a topic related to the course content."
+0515,"A slide on evaluating similarity with intrinsic and extrinsic evaluations, including tasks like Question Answering and Essay Grading. "
+0026,"A slide with grammar rules in text format, no figure, no footer, from an unidentified source."
+0192,"A slide with text, title, and enumeration."
+0781,"A slide titled ""The Challenge of EIA"" discussing competing trends and technology democratization, from an unidentified source. "
+0191,"A slide with a title about Voted Expenditure Article 122(2) and text about Assembly's power to assent or refuse demands, no figure or footer."
+0207,"A slide titled ""Excess (Cont)"" with an enumeration discussing re-appropriation and financial limits. "
+0172,"A slide on error prevention and detection with effective checks to prevent loss, lacking a specific source."
+1139,"A slide with a chart and title, without a figure or footer. "
+0075,"A slide on evaluating dialog challenges with multi-faceted quality aspects, adapted from nature. "
+1236," A detailed example slide with input symbols, states, and transition functions in a diagram. "
+0296,"A slide on convexity methods with an enumeration of techniques, adapted from Boyd and Vandenberghe, with a perspective diagram."
+0179,"A slide on the budget cycle stages with a diagram and text about government agencies and departments' roles, from an unidentified source. "
+0277,"A slide with revised content by Stephen Boyd and Lieven Vandenberghe on Convex Optimization, without a title, figure, or footer. "
+0903,"A slide with a diagram and a title, lacking any other elements, possibly related to a technical concept."
+0247,"A slide on Signals and Functions with an enumeration on orthogonal functions, no figure or footer."
+0069,"A slide with a title about ""Raciwltc ann RectanrantRk"" and no other elements, no figure, from an unknown source."
+0240,"A slide with a title and enumeration, no figure or footer, likely discussing a related topic in the presentation."
+0056,"A slide discussing Persona-Conditioned Models for chit-chat dialog consistency and engagement, referencing Zhang et al. 2018. "
+1146,"A slide with OCR elements like title, enumeration, and code, without figures or footers. "
+0365,"A slide with a title, external validation recap, and a diagram, discussing class labels and Rand index, with a footer element. "
+1353,"A slide on linguistic terms with enumeration and a title, no figure, discussing polysemy, synonymy, antonymy, and meronomy."
+1255,"A slide detailing the syntax of First-Order Logic with symbols for constants, predicates, and functions, part of a course. "
+0795,"A slide on top-down navigation with specialized indices for known-item searching, requiring expertise and maintenance. "
+1210,"A slide on converting grammar to Chomsky normal form with enumeration and chart, no figure or footer present. "
+0315, A slide with a title on Convex Optimizer presenting examples of functions and their properties.
+0786,"A slide on phased approaches and EIA design with an enumeration, respecting the 80/20 rule, and colleagues network, without a figure. "
+0222,"A slide with a title and text about the Auditor-General of Pakistan's appointment process, no figure or footer."
+0177,"A slide on the origin of the term ""Budget"" with an enumeration and title, no figure or footer. "
+1252,"A slide on Deadlock Detection explaining system states, diffusion process, and message types without any figures or footer."
+0297,"A slide on nonnegative scaling with an enumeration and title, discussing convex functions and infinite sums. "
+1103,"A slide with a diagram, title, and enumeration explaining the usage of bytes and str in Python for holding strings, with encoding and decoding processes."
+1227,"A slide on deadlock models with an enumeration of different types, lacking a figure or footer, from an unidentified source."
+1109,"A slide on generator expressions with code and enumeration, emphasizing comprehension-based expressions and iterator objects."
+1201,"A slide on Natural Language Processing with a title, no figures or footer elements mentioned. "
+0364,"A slide with OCR elements and a title discussing the Berkeley Algorithm with enumeration and a diagram, no figure. "
+0828,"A slide on Dublin Core metadata schema, discussing attribute selection and review in enterprise environments, no figure."
+0510,"A slide titled Brown clustering algorithm explaining word clustering process with quality criteria and merging, ending in one big cluster."
+1245,"A slide titled ""How are words arranged together"" discussing word arrangements and structures, with text and footer element, no figure."
+0368,"A slide on partitional clustering algorithms with enumeration and flat structure clustering, requiring users to specify cluster size k. "
+0206,"A slide on ""Excess"" expenditure and budget reallocation, with a title and explanation of budgetary factors, without figures or footer."
+0303,"A slide with a title on General Composition Rule, enumeration on composition rules, and a reminder to memorize the rule. "
+0884,A slide on linear functions and adversarial perturbations with an enumeration of methods for generating adversarial examples in computer vision. 
+1270,"A slide on the relation between clock time and UTC, illustrating different clock rates with a diagram of Clock time and UTC."
+0290,"A slide titled ""More examples"" with text and footer elements, part of a presentation by Boyd and Vandenberghe."
+0224,"A slide on the functions of the Auditor General detailing the auditing responsibilities for expenditure, transactions, and accounts."
+0899,"A slide on Enchanting methods for future state prediction, focusing on L2 distance between actual and predicted states, without a figure or footer."
+1375,"A slide on machine-readable dictionaries, listing available MRDs like Oxford English Dictionary and WordNet, from Parita Patel's course."
+1114,"A slide with OCR elements like code and enumeration, discussing On-Policy MC control with no figure or footer."
+1400,"A slide titled ""Bootstrapping relations"" with a diagram, pattern-based relation extraction, and code, including a footer element. "
+1165,"A slide titled ""2019"" with SolidJS framework details and code snippet, no figure or footer."
+0163,"A slide on resource economics with title, enumeration, and footer element, discussing unlimited wants and scarce resources."
+0363,"A slide on two kinds of errors with enumeration, discussing false negatives and false positives, part of the course. "
+0938,"A slide on Bellman equation for value function with a matrix form, no figure, and footer element. "
+0036,"A slide on Response Generation with a dialogue between User and System, focusing on interaction and model response. "
+0929,"A slide with a chart, footer element, title, and enumeration, without any figures."
+0699,"A slide with a chart and title ""Figure 1.2: An Expanded Production Possibilities Frontier,"" no figure or footer."
+1362,"A slide with a title and footer element, no figure, mentioning ""P A R I T A   P A T E L .   S Y N I T"" from an unknown source."
+1349,"A slide about Phrase Structure Grammar by Noam Chomsky, explaining constituency relation and its contrast with dependency grammar, with no figures, possibly from a linguistic course."
+0012,"A slide on concurrency control explaining the need for simultaneous transactions and algorithms ensuring consistent results, no figure, no footer."
+0033,"A slide with the title ""What is NEW in dialog?"" presenting new challenges and tasks in dialog modeling, with an enumeration of key points."
+0874,"A slide with title, enumeration, and diagram elements discussing OCR body elements. "
+0274,"A slide with enumeration and title, no figure or footer, focusing on OCR body elements. "
+1161,"A slide with title, enumeration, and code elements introducing Angular as Google's successor to AngularJS."
+1207,"A slide on exploring parsing options with top-down and bottom-up approaches, discussing wasted search based on grammar branching. "
+0398,"A slide on determining k with optimization techniques like varying k, internal vs. external validation, and model selection, with a chart and code, no footer."
+1166,"A slide with a title ""2021 Astro"" and an enumeration about Astro framework, code, and diagram, no figure, from an unknown source."
+1264,"A slide on using brackets for character disjunction and range specification with no figure, from an unidentified source. "
+1226,"A slide with a title and enumeration about deadlock and knot in a cycle, no figure or footer. "
+0310,"A slide on CVXPY example with code and title, no figure, discussing convexity and positivity of expressions."
+1144,"A slide titled ""Languages of the web"" with no figures or footer, possibly discussing web development languages."
+0775,"A slide with a title and text, no figure, by an unknown author."
+1218,"A slide on various applications like fraud detection, predictive maintenance, and sentiment analysis with an enumeration, no figure, from financial markets."
+1331,"A slide on POS Tagging with an enumeration of tagset choices and standard sets, from 'P A R I T A   P A T E L .   S Y N I T'. "
+1342,"A slide with a title on Darcear, an enumeration of parse roles, and an IR diagram, no figure, from an unidentified source."
+0873,"A slide prompting team to identify top skills with a title, diagram, and enumeration, without figures or footer."
+0361,"A slide on ""Clustering as graph cut"" with title, enumeration, diagram, and footer elements. "
+0038,"A slide on response generation with a dialogue diagram between User and System, mentioning finding an Italian restaurant in Oakland. "
+1385,"A slide with code for a supervised approach to determine the sense of ""bank"" in a sentence, with logical elements like title and footer. "
+1079,"A slide applying Newton's Laws with equations and checks, including a diagram, chart, and footer element. "
+1132,"A slide on web application development with title and text elements, no figures, from Juhoveps & Lindinen."
+1351,"A slide with OCR elements about a person named Parita Patel, with enumeration and title, no figure, from 'SYNIT'."
+1125,"A slide with a title and code content, no figures or footers, focusing on a specific topic."
+0816,"A slide on content modeling with enumeration discussing gap analysis and examples like Gig reviews, adapted from a presentation with title and footer elements."
+1211,"A slide on Cyrammar Conversion with code, title, and text, describing grammar rules, without figures or footer."
+0282,"A slide with title ""Svamniac on R"" and enumeration of functions and norms, no figure or code. "
+0782,"A slide with a title and footer element, no figures, related to OCR."
+1320,"A slide discussing open class words, specifically verbs, with examples and morphological forms, part of a series on language."
+1303,"A slide on conflicts in concurrency control, explaining read-write conflicts and total ordering of operations, no figure or footer. "
+1367,"A slide on basic units of semantic systems with relations and predicates explained in an enumeration, from P A R I T A   P A T E L .   S Y N I T. "
+1090,"A slide titled Conclusion highlighting React's component-based architecture and popularity in front-end development, with an enumeration. "
+0377,"A slide with a title, enumeration, and footer element discussing k-means convergence in EM algorithm."
+0261,"A slide titled ""Yiccrete Wlaich Tranctorm"" with an enumeration on Walsh's orthogonal system, from OCR data."
+1237,"A slide with code detailing a machine's initial state, transitions, and input processing."
+0391,"A slide titled ""Convergence guarantee"" discussing M-step guarantee and Cross-entropy, with an enumeration and no figure. "
+0243,"A slide with a Fourier Representation title and a diagram, no other elements present. "
+0716,"A slide with OCR elements like enumeration and title, no figure or footer, related to nature. "
+0074,"A slide questioning the difficulty of evaluating dialog due to the one-to-many nature and invalid metrics, without a specific source."
+1393,"A slide on Co-occurrence Graphs with a title, diagram, and footer element, discussing the use of graphs in representing words and context units."
+1365,"A slide on Compositional Semantics with a syntax tree representation of a sentence and person, event, and object relationships, adapted from P A R I T A P A T E L . S Y N I T."
+0165,"A slide on Opportunity Cost, defining the concept and valuing choices, from 'C o p y r i g h t   2 0 0 6   —   B i z / e d'."
+0235,"A slide listing different financial transactions like property sales, capital asset disposal, and loans, without any figures, from an unidentified source."
+1277,"A slide with enumeration discussing causal dependencies and clock advancements without history, no figure, from OCR data."
+1140,"A slide from 1996 discussing Microsoft's victory over Netscape in browser wars, referencing a deal with AOL. "
+0217,"A slide on the responsibilities of a Principal Accounting Officer with an enumeration, no figures, from an unidentified source. "
+0783,"A slide on indicators of problematic EIA with external-facing site issues, customer feedback, and diversification, no diagram or chart."
+0292,"A slide on Jensen's inequality with enumeration and title, discussing convexity and random variables. "
+1361,"A slide on Principle of Compositionality with enumeration, title, and footer, no figure, by Parita Patel."
+1340,"A slide on implementing parsing tasks with text input and structural representation, no figures, from 'P A R I T A   P A T E L .   S Y N I T'. "
+0942,"A slide discussing trade-offs between online and batch updates, highlighting convergence rates and sample requirements. "
+1269,A slide on Clock Synchronization with a diagram showing computer time synchronization processes.
+0870,"A slide with a title and enumeration on skills and feelings associated with quality experiences, using UX Core Disciplines, from OCR data."
+0936,"A slide on linear models with guaranteed convergence under gradient descent and need for unbiased gradient estimation, no figure. "
+1346,"A slide defining parse trees as graphical derivations with leaf nodes as terminals, no figure. "
+1263,"A slide with OCR elements on fixing errors in regular expressions, highlighting false negatives and false positives, no figure."
+0287,"A slide with a diagram, enumeration, and title ""J is differentiable"" by Boyd and Vandenberghe, no figure. "
+1343,"A slide on parsing techniques with a diagram and title, possibly related to syntax analysis, with footer element by Parita Patel."
+0975,"A slide with a title on comparisons, enumeration, a diagram, and a chart, with a footer element."
+0991,"A slide titled Takeaways with enumeration on RL solutions, Monte Carlo methods, and variance control, with a footer element."
+0070,"A slide with a title ""Zero-Shot Slot Filling"" and no other elements identified. "
+0280,"A slide on convexity and concavity with enumeration and diagram elements, referencing Boyd and Vandenberghe."
+1307,A slide on concurrency control approaches with pessimistic and optimistic methods described in an enumeration with no figure or footer.
+0902,"A slide on enchanting methods for action planning, detailing crafting perturbations for action sequences to reach target states."
+0787,"A slide with a diagram and text elements, lacking a title, discussing unknown content, possibly from a technical presentation."
+1133,"A slide with historical events in a timeline from 1963 to 1983, no figure or footer, from OCR data."
+0961,"A slide with enumeration and title elements, no figure, discussing OCR body elements. "
+1328,"A slide with enumeration, title, and footer element, no figure, possibly related to P A R I T A   P A T E L .   S Y N I T. "