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Christopher D. Manning

Stanford University

ContractNLI: A Dataset for Document-level Natural Language Inference for Contracts


Oct 05, 2021
Yuta Koreeda, Christopher D. Manning

* Accepted at the Findings of the Association for Computational Linguistics: EMNLP 2021 

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Conditional probing: measuring usable information beyond a baseline


Sep 19, 2021
John Hewitt, Kawin Ethayarajh, Percy Liang, Christopher D. Manning

* EMNLP 2021 + typo fixes 

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On the Opportunities and Risks of Foundation Models


Aug 18, 2021
Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, Russ Altman, Simran Arora, Sydney von Arx, Michael S. Bernstein, Jeannette Bohg, Antoine Bosselut, Emma Brunskill, Erik Brynjolfsson, Shyamal Buch, Dallas Card, Rodrigo Castellon, Niladri Chatterji, Annie Chen, Kathleen Creel, Jared Quincy Davis, Dora Demszky, Chris Donahue, Moussa Doumbouya, Esin Durmus, Stefano Ermon, John Etchemendy, Kawin Ethayarajh, Li Fei-Fei, Chelsea Finn, Trevor Gale, Lauren Gillespie, Karan Goel, Noah Goodman, Shelby Grossman, Neel Guha, Tatsunori Hashimoto, Peter Henderson, John Hewitt, Daniel E. Ho, Jenny Hong, Kyle Hsu, Jing Huang, Thomas Icard, Saahil Jain, Dan Jurafsky, Pratyusha Kalluri, Siddharth Karamcheti, Geoff Keeling, Fereshte Khani, Omar Khattab, Pang Wei Kohd, Mark Krass, Ranjay Krishna, Rohith Kuditipudi, Ananya Kumar, Faisal Ladhak, Mina Lee, Tony Lee, Jure Leskovec, Isabelle Levent, Xiang Lisa Li, Xuechen Li, Tengyu Ma, Ali Malik, Christopher D. Manning, Suvir Mirchandani, Eric Mitchell, Zanele Munyikwa, Suraj Nair, Avanika Narayan, Deepak Narayanan, Ben Newman, Allen Nie, Juan Carlos Niebles, Hamed Nilforoshan, Julian Nyarko, Giray Ogut, Laurel Orr, Isabel Papadimitriou, Joon Sung Park, Chris Piech, Eva Portelance, Christopher Potts, Aditi Raghunathan, Rob Reich, Hongyu Ren, Frieda Rong, Yusuf Roohani, Camilo Ruiz, Jack Ryan, Christopher Ré, Dorsa Sadigh, Shiori Sagawa, Keshav Santhanam, Andy Shih, Krishnan Srinivasan, Alex Tamkin, Rohan Taori, Armin W. Thomas, Florian Tramèr, Rose E. Wang, William Wang, Bohan Wu, Jiajun Wu, Yuhuai Wu, Sang Michael Xie, Michihiro Yasunaga, Jiaxuan You, Matei Zaharia, Michael Zhang, Tianyi Zhang, Xikun Zhang, Yuhui Zhang, Lucia Zheng, Kaitlyn Zhou, Percy Liang

* Authored by the Center for Research on Foundation Models (CRFM) at the Stanford Institute for Human-Centered Artificial Intelligence (HAI) 

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Neural Abstructions: Abstractions that Support Construction for Grounded Language Learning


Jul 20, 2021
Kaylee Burns, Christopher D. Manning, Li Fei-Fei

* 17 pages, 10 figures 

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Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering


Jul 06, 2021
Siddharth Karamcheti, Ranjay Krishna, Li Fei-Fei, Christopher D. Manning

* Accepted at ACL-IJCNLP 2021. 17 pages, 16 Figures 

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Capturing Logical Structure of Visually Structured Documents with Multimodal Transition Parser


May 01, 2021
Yuta Koreeda, Christopher D. Manning

* 7 pages, 1 figure 

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Human-like informative conversations: Better acknowledgements using conditional mutual information


Apr 16, 2021
Ashwin Paranjape, Christopher D. Manning

* NAACL 2021 

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Pre-Training Transformers as Energy-Based Cloze Models


Dec 15, 2020
Kevin Clark, Minh-Thang Luong, Quoc V. Le, Christopher D. Manning

* EMNLP 2020 

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SLM: Learning a Discourse Language Representation with Sentence Unshuffling


Oct 30, 2020
Haejun Lee, Drew A. Hudson, Kangwook Lee, Christopher D. Manning

* EMNLP 2020 

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Retrieve, Rerank, Read, then Iterate: Answering Open-Domain Questions of Arbitrary Complexity from Text


Oct 23, 2020
Peng Qi, Haejun Lee, Oghenetegiri "TG" Sido, Christopher D. Manning

* Peng Qi and Haejun Lee contributed equally 

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RNNs can generate bounded hierarchical languages with optimal memory


Oct 15, 2020
John Hewitt, Michael Hahn, Surya Ganguli, Percy Liang, Christopher D. Manning

* EMNLP2020 + appendix typo fixes 

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The EOS Decision and Length Extrapolation


Oct 14, 2020
Benjamin Newman, John Hewitt, Percy Liang, Christopher D. Manning

* 16 page, 7 Figures, 9 Tables, Blackbox NLP Workshop at EMNLP 2020 

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Contrastive Learning of Medical Visual Representations from Paired Images and Text


Oct 02, 2020
Yuhao Zhang, Hang Jiang, Yasuhide Miura, Christopher D. Manning, Curtis P. Langlotz


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Neural Generation Meets Real People: Towards Emotionally Engaging Mixed-Initiative Conversations


Sep 05, 2020
Ashwin Paranjape, Abigail See, Kathleen Kenealy, Haojun Li, Amelia Hardy, Peng Qi, Kaushik Ram Sadagopan, Nguyet Minh Phu, Dilara Soylu, Christopher D. Manning

* Published in 3rd Proceedings of Alexa Prize (Alexa Prize 2019) 

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Biomedical and Clinical English Model Packages in the Stanza Python NLP Library


Jul 29, 2020
Yuhao Zhang, Yuhui Zhang, Peng Qi, Christopher D. Manning, Curtis P. Langlotz

* Website: https://stanfordnlp.github.io/stanza/; demo page: http://stanza.run/bio 

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Finding Universal Grammatical Relations in Multilingual BERT


May 20, 2020
Ethan A. Chi, John Hewitt, Christopher D. Manning

* To appear in ACL 2020; Farsi typo corrected 

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Syn-QG: Syntactic and Shallow Semantic Rules for Question Generation


May 01, 2020
Kaustubh D. Dhole, Christopher D. Manning

* In Proceedings of the 2020 Annual Conference of the Association for Computational Linguistics (ACL 2020) 

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Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations


Apr 30, 2020
Peng Qi, Yuhao Zhang, Christopher D. Manning


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Stanza: A Python Natural Language Processing Toolkit for Many Human Languages


Apr 23, 2020
Peng Qi, Yuhao Zhang, Yuhui Zhang, Jason Bolton, Christopher D. Manning

* ACL2020 System Demonstration. First two authors contribute equally. Website: https://stanfordnlp.github.io/stanza 

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Universal Dependencies v2: An Evergrowing Multilingual Treebank Collection


Apr 22, 2020
Joakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, Jan Hajič, Christopher D. Manning, Sampo Pyysalo, Sebastian Schuster, Francis Tyers, Daniel Zeman

* LREC 2020 

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ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators


Mar 23, 2020
Kevin Clark, Minh-Thang Luong, Quoc V. Le, Christopher D. Manning

* ICLR 2020 

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Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports


Nov 08, 2019
Yuhao Zhang, Derek Merck, Emily Bao Tsai, Christopher D. Manning, Curtis P. Langlotz


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Answering Complex Open-domain Questions Through Iterative Query Generation


Oct 15, 2019
Peng Qi, Xiaowen Lin, Leo Mehr, Zijian Wang, Christopher D. Manning

* EMNLP-IJCNLP 2019. Xiaowen Lin, Leo Mehr, and Zijian Wang contributed equally. GitHub: https://github.com/qipeng/golden-retriever 

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Do Massively Pretrained Language Models Make Better Storytellers?


Sep 24, 2019
Abigail See, Aneesh Pappu, Rohun Saxena, Akhila Yerukola, Christopher D. Manning

* Accepted to CoNLL 2019 

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