- A Helping Hand: Transfer Learning for Deep Sentiment Analysis, Dong et al., ACL, 2018. - Jason Choi (review, slides)
- A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task, Chen et al., ACL, 2016. - Sarah Fillwock (review, slides)
- Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks, Tai et al., ACL, 2015. - James Finch (review, slides)
- GloVe: Global Vectors for Word Representation, Pennington et al., EMNLP, 2014. - Zelalem Gero (review, slides)
- Deep Biaffine Attention for Neural Dependency Parsing, Dozat and Manning, ICLR, 2017. - Han He (review, slides)
- Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space, Neelakantan et al., EMNLP, 2014. - Xinyi Jiang (review, slides)
- Class-based N-gram Models of Natural Language, Brown et al., CL, 1992. - Victoria Lawlor (review, slides)
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding, Devlin et al., arXiv, 2018. - Changmao Li (review, slides)
- Deep Semantic Role Labeling: What Works and What’s Next, He et al., ACL, 2017. - Kate Li (review, slides)
- A Neural Probabilistic Language Model, Bengio et al., NIPS, 2000. - Weijian Li (review, slides)
- Linguistically Regularized LSTM for Sentiment Classification, Qian et al., ACL, 2017. - Chen Lin (review, slides)
- Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank, Socher et al., EMNLP, 2013. - Hao Liu (review, slides)
- End-to-end Learning of Semantic Role Labeling Using Recurrent Neural Networks, Zhou and Xu, ACL, 2015. - Tianhao Liu (review, slides)
- Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks, Yang et al., ICLR, 2017. - Zhexiong Liu (review, slides)
- Regularizing and Optimizing LSTM Language Models, Merity et al., ICLR, 2018. - Xinyao Qian (review, slides)
- Very Deep Convolutional Networks for Text Classification, Conneau et al., EACL, 2017. - Harshita Sahijwani (review, slides)
- Latent Dirichlet Allocation, Blei et al., JMLR, 2003. - Yikai Wang (review, slides)
- End-to-end Neural Coreference Resolution, Lee et al., EMNLP, 2017. - Liyan Xu (review, slides)
- QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension, Yu et al., ICLR, 2018. - Zhengzhe Yang (review, slides)
- Named Entity Recognition with Bidirectional LSTM-CNNs, Chiu & Nichols, TACL, 2016. - Shaojun Yu (review, slides)
- Straight to the Tree: Constituency Parsing with Neural Syntactic Distance, Shen et al., 2018. - Sihan Yue (review, slides)
- Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data, Lafferty et al., ICML, 2001. - Jing Zhang (review, slides)
- Word Representations: A Simple and General Method for Semi-Supervised Learning, Turian et al., ACL, 2010. - Siwen Zhu (review, slides)