Tianqing Fang

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authored 7 papers about 2 months ago

Explore to Evolve: Scaling Evolved Aggregation Logic via Proactive Online Exploration for Deep Research Agents

Paper • 2510.14438 • Published Oct 16 • 13

Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset

Paper • 2109.07679 • Published Sep 16, 2021

AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph

Paper • 2311.09174 • Published Nov 15, 2023

AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation

Paper • 2402.10646 • Published Feb 16, 2024

CKBP v2: Better Annotation and Reasoning for Commonsense Knowledge Base Population

Paper • 2304.10392 • Published Apr 20, 2023

UniGist: Towards General and Hardware-aligned Sequence-level Long Context Compression

Paper • 2509.15763 • Published Sep 19

NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents

Paper • 2510.07172 • Published Oct 8 • 28

authored 13 papers 4 months ago

KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection

Paper • 2310.09044 • Published Oct 13, 2023

StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding

Paper • 2310.12874 • Published Oct 19, 2023

CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering

Paper • 2305.14869 • Published May 24, 2023 • 1

CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning

Paper • 2401.07286 • Published Jan 14, 2024

Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning

Paper • 2404.09403 • Published Apr 15, 2024

IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce

Paper • 2406.10173 • Published Jun 14, 2024

LEOPARD : A Vision Language Model For Text-Rich Multi-Image Tasks

Paper • 2410.01744 • Published Oct 2, 2024 • 26

DivScene: Benchmarking LVLMs for Object Navigation with Diverse Scenes and Objects

Paper • 2410.02730 • Published Oct 3, 2024

OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization

Paper • 2410.19609 • Published Oct 25, 2024 • 18

Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models

Paper • 2412.16545 • Published Dec 21, 2024

ChatGPT Evaluation on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations

Paper • 2304.14827 • Published Apr 28, 2023

WebEvolver: Enhancing Web Agent Self-Improvement with Coevolving World Model

Paper • 2504.21024 • Published Apr 23 • 2

VScan: Rethinking Visual Token Reduction for Efficient Large Vision-Language Models

Paper • 2505.22654 • Published May 28 • 1