Christopher D. Manning

Most-cited papers

Direct Preference Optimization: Your Language Model is Secretly a Reward Model
Rafael Rafailov, Archit Sharma, E. Mitchell, Stefano Ermon +2 more
2023Neural Information Processing Systems11K citations
Semantic Scholar
On the Opportunities and Risks of Foundation Models
Rishi Bommasani, Drew A. Hudson, E. Adeli, R. Altman +110 more
2021arXiv.org7,622 citations
Semantic Scholar
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering
Zhi-Lin Yang, Peng Qi, Sai-Zheng Zhang, Yoshua Bengio +3 more
2018Conference on Empirical Methods in Natural Language Processing5,792 citations Open access
Semantic Scholar
Get To The Point: Summarization with Pointer-Generator Networks
A. See, Peter J. Liu, Christopher D. Manning
2017Annual Meeting of the Association for Computational Linguistics4,588 citations Open access
Semantic Scholar
GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering
Drew A. Hudson, Christopher D. Manning
2019Computer Vision and Pattern Recognition3,611 citations Open access
Semantic Scholar
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages
Peng Qi, Yuhao Zhang, Yuhui Zhang, J. Bolton +1 more
2020Annual Meeting of the Association for Computational Linguistics2,275 citations Open access
Semantic Scholar
Holistic Evaluation of Language Models
Percy Liang, Rishi Bommasani, Tony Lee, Dimitris Tsipras +46 more
2023Trans. Mach. Learn. Res.2,197 citations Open access
Semantic Scholar
What Does BERT Look at? An Analysis of BERT’s Attention
Kevin Clark, Urvashi Khandelwal, Omer Levy, Christopher D. Manning
2019BlackboxNLP@ACL2,191 citations Open access
Semantic Scholar
A Structural Probe for Finding Syntax in Word Representations
John Hewitt, Christopher D. Manning
2019North American Chapter of the Association for Computational Linguistics1,504 citations Open access
Semantic Scholar
CoQA: A Conversational Question Answering Challenge
Siva Reddy, Danqi Chen, Christopher D. Manning
2018Transactions of the Association for Computational Linguistics1,504 citations Open access
Semantic Scholar
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature
E. Mitchell, Yoonho Lee, Alexander Khazatsky, Christopher D. Manning +1 more
2023International Conference on Machine Learning1,311 citations Open access
Semantic Scholar
Contrastive Learning of Medical Visual Representations from Paired Images and Text
Yuhao Zhang, Hang Jiang, Yasuhide Miura, Christopher D. Manning +1 more
2020Machine Learning in Health Care1,186 citations
Semantic Scholar
Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback
Katherine Tian, E. Mitchell, Allan Zhou, Archit Sharma +4 more
2023Conference on Empirical Methods in Natural Language Processing1,036 citations Open access
Semantic Scholar
Position-aware Attention and Supervised Data Improve Slot Filling
Yuhao Zhang, Victor Zhong, Danqi Chen, Gabor Angeli +1 more
2017Conference on Empirical Methods in Natural Language Processing1,006 citations Open access
Semantic Scholar
Graph Convolution over Pruned Dependency Trees Improves Relation Extraction
Yuhao Zhang, Peng Qi, Christopher D. Manning
2018Conference on Empirical Methods in Natural Language Processing806 citations Open access
Semantic Scholar
Universal Dependencies v2: An Evergrowing Multilingual Treebank Collection
Joakim Nivre, Marie-Catherine de Marneffe, F. Ginter, Jan Hajic +5 more
2020International Conference on Language Resources and Evaluation719 citations
Semantic Scholar
Fast Model Editing at Scale
E. Mitchell, Charles Lin, Antoine Bosselut, Chelsea Finn +1 more
2021International Conference on Learning Representations638 citations
Semantic Scholar
Compositional Attention Networks for Machine Reasoning
Drew A. Hudson, Christopher D. Manning
2018International Conference on Learning Representations628 citations
Semantic Scholar
Memory-Based Model Editing at Scale
E. Mitchell, Charles Lin, Antoine Bosselut, Christopher D. Manning +1 more
2022International Conference on Machine Learning622 citations
Semantic Scholar
Key-Value Retrieval Networks for Task-Oriented Dialogue
Mihail Eric, Lakshmi. Krishnan, F. Charette, Christopher D. Manning
2017SIGDIAL Conference453 citations Open access
Semantic Scholar
Universal Dependencies 2.1
Daniel Zeman, Joakim Nivre, Mitchell Abrams, Elia Ackermann +411 more
2017428 citations
Semantic Scholar
Emergent linguistic structure in artificial neural networks trained by self-supervision
Christopher D. Manning, Kevin Clark, John Hewitt, Urvashi Khandelwal +1 more
2020Proceedings of the National Academy of Sciences of the United States of America420 citations Open access
Semantic Scholar
MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions
Zexuan Zhong, Zhengxuan Wu, Christopher D. Manning, Christopher Potts +1 more
2023Conference on Empirical Methods in Natural Language Processing406 citations Open access
Semantic Scholar
Semi-Supervised Sequence Modeling with Cross-View Training
Kevin Clark, Minh-Thang Luong, Christopher D. Manning, Quoc V. Le
2018Conference on Empirical Methods in Natural Language Processing348 citations Open access
Semantic Scholar
GreaseLM: Graph REASoning Enhanced Language Models for Question Answering
Xikun Zhang, Antoine Bosselut, Michihiro Yasunaga, Hongyu Ren +3 more
2022International Conference on Learning Representations325 citations
Semantic Scholar
Deep Bidirectional Language-Knowledge Graph Pretraining
Michihiro Yasunaga, Antoine Bosselut, Hongyu Ren, Xikun Zhang +3 more
2022Neural Information Processing Systems297 citations Open access
Semantic Scholar
Learning by Abstraction: The Neural State Machine
Drew A. Hudson, Christopher D. Manning
2019Neural Information Processing Systems291 citations
Semantic Scholar
Universal Dependency Parsing from Scratch
Peng Qi, Timothy Dozat, Yuhao Zhang, Christopher D. Manning
2019Conference on Computational Natural Language Learning287 citations Open access
Semantic Scholar
ContractNLI: A Dataset for Document-level Natural Language Inference for Contracts
Yuta Koreeda, Christopher D. Manning
2021Conference on Empirical Methods in Natural Language Processing249 citations Open access
Semantic Scholar
BAM! Born-Again Multi-Task Networks for Natural Language Understanding
Kevin Clark, Minh-Thang Luong, Urvashi Khandelwal, Christopher D. Manning +1 more
2019Annual Meeting of the Association for Computational Linguistics244 citations Open access
Semantic Scholar
Stanford’s Graph-based Neural Dependency Parser at the CoNLL 2017 Shared Task
Timothy Dozat, Peng Qi, Christopher D. Manning
2017Conference on Computational Natural Language Learning240 citations Open access
Semantic Scholar
Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports
Yuhao Zhang, Derek Merck, E. Tsai, Christopher D. Manning +1 more
2019Annual Meeting of the Association for Computational Linguistics214 citations Open access
Semantic Scholar
Simpler but More Accurate Semantic Dependency Parsing
Timothy Dozat, Christopher D. Manning
2018Annual Meeting of the Association for Computational Linguistics195 citations Open access
Semantic Scholar
Do Massively Pretrained Language Models Make Better Storytellers?
A. See, Aneesh Pappu, Rohun Saxena, Akhila Yerukola +1 more
2019Conference on Computational Natural Language Learning186 citations Open access
Semantic Scholar
Finding Universal Grammatical Relations in Multilingual BERT
Ethan A. Chi, John Hewitt, Christopher D. Manning
2020Annual Meeting of the Association for Computational Linguistics183 citations Open access
Semantic Scholar
Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset
Peter Henderson, M. Krass, Lucia Zheng, Neel Guha +3 more
2022Neural Information Processing Systems169 citations Open access
Semantic Scholar
Truncation Sampling as Language Model Desmoothing
John Hewitt, Christopher D. Manning, Percy Liang
2022Conference on Empirical Methods in Natural Language Processing164 citations Open access
Semantic Scholar
Human Language Understanding & Reasoning
Christopher D. Manning
2022Daedalus164 citations Open access
Semantic Scholar
Biomedical and clinical English model packages for the Stanza Python NLP library
Yuhao Zhang, Yuhui Zhang, Peng Qi, Christopher D. Manning +1 more
2021J. Am. Medical Informatics Assoc.156 citations Open access
Semantic Scholar
GQA: a new dataset for compositional question answering over real-world images
Drew A. Hudson, Christopher D. Manning
2019arXiv.org156 citations
Semantic Scholar
Learning to Summarize Radiology Findings
Yuhao Zhang, D. Ding, Tianpei Qian, Christopher D. Manning +1 more
2018Louhi@EMNLP141 citations Open access
Semantic Scholar
Answering Complex Open-domain Questions Through Iterative Query Generation
Peng Qi, Xiaowen Lin, Leo Mehr, Zijian Wang +1 more
2019Conference on Empirical Methods in Natural Language Processing137 citations Open access
Semantic Scholar
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
2021Annual Meeting of the Association for Computational Linguistics103 citations Open access
Semantic Scholar
Pre-Training Transformers as Energy-Based Cloze Models
Kevin Clark, Minh-Thang Luong, Quoc V. Le, Christopher D. Manning
2020Conference on Empirical Methods in Natural Language Processing87 citations Open access
Semantic Scholar
Conditional probing: measuring usable information beyond a baseline
John Hewitt, Kawin Ethayarajh, Percy Liang, Christopher D. Manning
2021Conference on Empirical Methods in Natural Language Processing83 citations Open access
Semantic Scholar
Self-Destructing Models: Increasing the Costs of Harmful Dual Uses of Foundation Models
Peter Henderson, E. Mitchell, Christopher D. Manning, Dan Jurafsky +1 more
2022AAAI/ACM Conference on AI, Ethics, and Society82 citations Open access
Semantic Scholar
Grokking of Hierarchical Structure in Vanilla Transformers
Shikhar Murty, Pratyusha Sharma, Jacob Andreas, Christopher D. Manning
2023Annual Meeting of the Association for Computational Linguistics80 citations Open access
Semantic Scholar
Answering Open-Domain Questions of Varying Reasoning Steps from Text
Peng Qi, Haejun Lee, Tg Sido, Christopher D. Manning
2020Conference on Empirical Methods in Natural Language Processing76 citations Open access
Semantic Scholar
RNNs Can Generate Bounded Hierarchical Languages with Optimal Memory
John Hewitt, Michael Hahn, S. Ganguli, Percy Liang +1 more
2020Conference on Empirical Methods in Natural Language Processing71 citations Open access
Semantic Scholar
Synthetic Disinformation Attacks on Automated Fact Verification Systems
Y. Du, Antoine Bosselut, Christopher D. Manning
2022AAAI Conference on Artificial Intelligence68 citations Open access
Semantic Scholar