psubnwell / NLP-Papers

Reading natural language processing papers

NLP-Papers

Reading natural language processing papers

文件夹命名规则

• 类别
  • 未读paper
  • 年-月
    • 正在读或已读paper及其note

Papers and Notes

Distributed Representations

• 2017-11
  • Faruqui and Dyer - 2014 - Improving vector space word representations using multilingual correlation [pdf] [pdf (annotated)] [note]

Language Model

• 2017-11
  • ...

Text Classification

• 2017-09
  • Joulin et al. - 2016 - Bag of tricks for efficient text classification [pdf] [pdf (annotated)] [note]
  • ...
• 2017-10
  • ...
• 2017-11
  • ...

References

• Neural Networks for NLP (CS11-747 Fall 2017 @ CMU)

Deep Learning

• optimization algorithms
  • An overview of gradient descent optimization algorithms

Distributed Representations

• word2vec
  • word2vec(tensorflow)
• doc2vec
  • doc2vec(gensim)

Language Model

• LSTM for Language Model

Text Classification

• text_classification
• PyTorchText(知乎看山杯)