d343: Stanford NLP reading list

Stanford NLP reading list 2017

Stanford NLP reading list (Winter quarter): http://nlp.stanford.edu/read/

Stanford NLP reading list

NLP Reading Group Schedule — Winter 2017
Wednesday 3:00-4:15pm, Gates 219

Person in charge: Urvashi Khandelwal

Date Moderator Topic / Paper
Jan 18 Will Monroe Yoon Kim and Alexander M. Rush. Sequence-Level Knowledge Distillation. EMNLP 2016. [pdf]
Jan 25 Fereshte Khani E. Dario Gutierrez, Roger Levy and Benjamin K. Bergen. Finding Non-Arbitrary Form-Meaning Systematicity Using String-Metric Learning for Kernel Regression. ACL 2016. [pdf]
Feb 1 ACL Deadline (2/6).
Feb 8 He He Kazuma Hashimoto, Caiming Xiong, Yoshimasa Tsuruoka, Richard Socher. A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks. Under review at ICLR 2017. [pdf]
Feb 15 Jon Gauthier TBD.
Feb 22 Kevin Clark Karthik Narasimhan, Adam Yala, Regina Barzilay. Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning. EMNLP 2016. [pdf]
Mar 1 Yuhao Zhang Minjoon Seo, Aniruddha Kembhavi, Ali Farhadi, Hannaneh Hajishirzi. Bidirectional Attention Flow for Machine Comprehension. arXiv:1611.01603. [pdf]
Victor Zhong Caiming Xiong, Victor Zhong, Richard Socher. Dynamic Coattention Networks For Question Answering. Under review at ICLR 2017. [pdf]
Mar 8 Danqi Chen Yoon Kim, Carl Denton, Luong Hoang, Alexander M. Rush. Structured Attention Networks. Under review at ICLR 2017. [pdf]
Mar 15 Robin Jia Kenton Lee, Mike Lewis, Luke Zettlemoyer. Global Neural CCG Parsing with Optimality Guarantees. EMNLP 2016. [pdf]
Mar 22 Abi See Chiyuan Zhang, Samy Bengio, Moritz Hardt, Benjamin Recht, Oriol Vinyals. Understanding Deep Learning Requires Rethinking Generalization. Under review at ICLR 2017. [pdf]