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Collections including paper arxiv:1810.04805

From zero to GPT-hero

Reading list to fully understand GPT (and GPT-2) and to be able to implement those from scratch

Neural Machine Translation of Rare Words with Subword Units

Paper • 1508.07909 • Published Aug 31, 2015 • 4
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 91
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 23
Generating Wikipedia by Summarizing Long Sequences

Paper • 1801.10198 • Published Jan 30, 2018 • 3

machine learning and neural network papers 📜

SMOTE: Synthetic Minority Over-sampling Technique

Paper • 1106.1813 • Published Jun 9, 2011 • 1
Scikit-learn: Machine Learning in Python

Paper • 1201.0490 • Published Jan 2, 2012 • 1
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

Paper • 1406.1078 • Published Jun 3, 2014 • 1
Distributed Representations of Sentences and Documents

Paper • 1405.4053 • Published May 16, 2014

From zero to GPT-hero

Reading list to fully understand GPT (and GPT-2) and to be able to implement those from scratch

Neural Machine Translation of Rare Words with Subword Units

Paper • 1508.07909 • Published Aug 31, 2015 • 4
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 91
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 23
Generating Wikipedia by Summarizing Long Sequences

Paper • 1801.10198 • Published Jan 30, 2018 • 3

machine learning and neural network papers 📜

SMOTE: Synthetic Minority Over-sampling Technique

Paper • 1106.1813 • Published Jun 9, 2011 • 1
Scikit-learn: Machine Learning in Python

Paper • 1201.0490 • Published Jan 2, 2012 • 1
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

Paper • 1406.1078 • Published Jun 3, 2014 • 1
Distributed Representations of Sentences and Documents

Paper • 1405.4053 • Published May 16, 2014

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