- 2017-09
- Joulin et al. – 2016 – Bag of tricks for efficient text classification [pdf] [pdf (annotated)] [note]
- 2017-10
- Kim – 2014 – Convolutional neural networks for sentence classification [pdf] [pdf (annotated)] [note]
- Zhang and Wallace – 2015 – A Sensitivity Analysis of (and Practitioners’ Guide to) Convolutional Neural Networks for Sentence Classification [pdf] [pdf (annotated)] [note]
- Zhang et al. – 2015 – Character-level convolutional networks for text classification [pdf] [pdf (annotated)] [note]
- Lai et al. – 2015 – Recurrent Convolutional Neural Networks for Text Classification [pdf] [pdf (annotated)] [note]
- Yang et al. – 2016 – Hierarchical attention networks for document classification [pdf]
- 2017-11
- Iyyer et al. – 2015 – Deep unordered composition rivals syntactic methods for Text Classification [pdf] [pdf (annotated)] [note]
- 2019-04 (Aspect level sentiment classification)
- Wang et al. – 2016 – Attention-based LSTM for aspect-level sentiment classification [pdf]
- Tang et al. – 2016 – Aspect level sentiment classification with deep memory network [pdf]
- Chen et al. – 2017 – Recurrent Attention Network on Memory for Aspect Sentiment Analysis [pdf]
- Xue and Li – 2018 – Aspect Based Sentiment Analysis with Gated Convolutional Networks [pdf]
Sentences Matching
2017-12 Hu et al. – 2014 – Convolutional neural network architectures for Matching Natural Language Sentences 2018-07 Nie and Bansal...
