Christopher D. Manning - arXivDaily 作者

2207.12021 2023-01-18 cs.CL

Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent

Ethan A. Chi, Ashwin Paranjape, Abigail See, Caleb Chiam, Trenton Chang, Kathleen Kenealy, Swee Kiat Lim, Amelia Hardy, Chetanya Rastogi, Haojun Li, Alexander Iyabor, Yutong He, Hari Sowrirajan, Peng Qi, Kaushik Ram Sadagopan, Nguyet Minh Phu, Dilara Soylu, Jillian Tang, Avanika Narayan, Giovanni Campagna, Christopher D. Manning

Comments SIGDIAL '22

2205.12702 2022-12-16 cs.CL

Detecting Label Errors by using Pre-Trained Language Models

Derek Chong, Jenny Hong, Christopher D. Manning

Comments 18 pages, 10 figures. Accepted to EMNLP 2022; typesetting of this version slightly differs from conference version

2212.03419 2022-12-08 cs.CL cs.LG

JamPatoisNLI: A Jamaican Patois Natural Language Inference Dataset

Ruth-Ann Armstrong, John Hewitt, Christopher Manning

Comments 14 pages, 3 figures, Findings of EMNLP 2022

2207.00220 2022-11-30 cs.CL cs.CY

Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset

Peter Henderson, Mark S. Krass, Lucia Zheng, Neel Guha, Christopher D. Manning, Dan Jurafsky, Daniel E. Ho

Comments Presented at NeurIPS Datasets & Benchmarks (2022)

2004.08694 2022-11-29 cs.CL cs.AI

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

Kaustubh D. Dhole, Christopher D. Manning

Comments Removed Table 5 of earlier version since row 1,4 couldn't be reproduced

2211.11875 2022-11-23 cs.CL cs.AI

Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference

Eric Mitchell, Joseph J. Noh, Siyan Li, William S. Armstrong, Ananth Agarwal, Patrick Liu, Chelsea Finn, Christopher D. Manning

Comments 16 pages. EMNLP 2022 Camera Ready. See https://ericmitchell.ai/emnlp-2022-concord/ for code and data

2211.03318 2022-11-22 cs.CL

Fixing Model Bugs with Natural Language Patches

Shikhar Murty, Christopher D. Manning, Scott Lundberg, Marco Tulio Ribeiro

Comments Accepted at EMNLP 2022 [Fixed fig-1]

2211.09113 2022-11-17 cs.CL

On Measuring the Intrinsic Few-Shot Hardness of Datasets

Xinran Zhao, Shikhar Murty, Christopher D. Manning

Comments EMNLP 2022 camera ready version

2211.01288 2022-11-07 cs.CL

Characterizing Intrinsic Compositionality in Transformers with Tree Projections

Shikhar Murty, Pratyusha Sharma, Jacob Andreas, Christopher D. Manning

Comments Fixed title and metadata

2112.07381 2022-10-31 cs.CL cs.AI

You Only Need One Model for Open-domain Question Answering

Haejun Lee, Akhil Kedia, Jongwon Lee, Ashwin Paranjape, Christopher D. Manning, Kyoung-Gu Woo

Comments EMNLP 2022 (main)

2210.15191 2022-10-28 cs.CL

Truncation Sampling as Language Model Desmoothing

John Hewitt, Christopher D. Manning, Percy Liang

Comments Findings of EMNLP, + small fixes

2210.09338 2022-10-20 cs.CL cs.AI cs.LG

Deep Bidirectional Language-Knowledge Graph Pretraining

Michihiro Yasunaga, Antoine Bosselut, Hongyu Ren, Xikun Zhang, Christopher D Manning, Percy Liang, Jure Leskovec

Comments Published at NeurIPS 2022. Code, data, and trained models are available at https://github.com/michiyasunaga/dragon

2010.00747 2022-09-21 cs.CV cs.CL cs.LG

Contrastive Learning of Medical Visual Representations from Paired Images and Text

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

Comments First published in 2020. Accepted at Machine Learning for Healthcare (MLHC) 2022

2208.03812 2022-08-10 cs.CL cs.SD eess.AS

When can I Speak? Predicting initiation points for spoken dialogue agents

Siyan Li, Ashwin Paranjape, Christopher D. Manning

Comments SIGDIAL 2022

2108.07258 2022-07-14 cs.LG cs.AI cs.CY

On the Opportunities and Risks of Foundation Models

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 Koh, 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

Comments Authored by the Center for Research on Foundation Models (CRFM) at the Stanford Institute for Human-Centered Artificial Intelligence (HAI). Report page with citation guidelines: https://crfm.stanford.edu/report.html

2206.06520 2022-06-15 cs.AI cs.CL

Memory-Based Model Editing at Scale

Eric Mitchell, Charles Lin, Antoine Bosselut, Christopher D. Manning, Chelsea Finn

Comments ICML 2022. Project site at https://sites.google.com/view/serac-editing

2110.11309 2022-06-15 cs.LG cs.AI cs.CL

Fast Model Editing at Scale

Eric Mitchell, Charles Lin, Antoine Bosselut, Chelsea Finn, Christopher D. Manning

Comments ICLR 2022. View implementation and additional project info at https://sites.google.com/view/mend-editing

2202.09381 2022-02-22 cs.CL

Synthetic Disinformation Attacks on Automated Fact Verification Systems

Yibing Du, Antoine Bosselut, Christopher D. Manning

Comments AAAI 2022

2201.08860 2022-01-25 cs.CL cs.LG

GreaseLM: Graph REASoning Enhanced Language Models for Question Answering

Xikun Zhang, Antoine Bosselut, Michihiro Yasunaga, Hongyu Ren, Percy Liang, Christopher D. Manning, Jure Leskovec

Comments Published at ICLR 2022. All code, data, and pretrained models are available at https://github.com/snap-stanford/GreaseLM

2105.00150 2021-11-09 cs.CL cs.CV cs.IR

Capturing Logical Structure of Visually Structured Documents with Multimodal Transition Parser

Yuta Koreeda, Christopher D. Manning

Comments 11 pages, 5 figure

2010.12527 2021-11-01 cs.CL

Answering Open-Domain Questions of Varying Reasoning Steps from Text

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

Comments EMNLP 2021. Peng Qi, Haejun Lee, and TG Sido contributed equally

2110.07752 2021-10-22 cs.CL cs.IR

Hindsight: Posterior-guided training of retrievers for improved open-ended generation

Ashwin Paranjape, Omar Khattab, Christopher Potts, Matei Zaharia, Christopher D. Manning

2110.01799 2021-10-06 cs.CL cs.AI cs.LG

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

Yuta Koreeda, Christopher D. Manning

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

2109.09234 2021-09-21 cs.CL

Conditional probing: measuring usable information beyond a baseline

John Hewitt, Kawin Ethayarajh, Percy Liang, Christopher D. Manning

Comments EMNLP 2021 + typo fixes

2107.09285 2021-07-21 cs.CL cs.AI

Neural Abstructions: Abstractions that Support Construction for Grounded Language Learning

Kaylee Burns, Christopher D. Manning, Li Fei-Fei

Comments 17 pages, 10 figures

2107.02331 2021-07-07 cs.CL cs.AI cs.CV cs.LG

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

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

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

2104.07831 2021-04-19 cs.CL

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

Ashwin Paranjape, Christopher D. Manning

Comments NAACL 2021

2012.08561 2020-12-17 cs.CL

Pre-Training Transformers as Energy-Based Cloze Models

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

Comments EMNLP 2020

2010.16249 2020-11-02 cs.CL cs.LG

SLM: Learning a Discourse Language Representation with Sentence Unshuffling

Haejun Lee, Drew A. Hudson, Kangwook Lee, Christopher D. Manning

Comments EMNLP 2020

2004.14530 2020-10-21 cs.CL

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

Peng Qi, Yuhao Zhang, Christopher D. Manning

Comments Findings of ACL: EMNLP 2020. Code available at: https://github.com/qipeng/stay-hungry-stay-focused