Manning, Christopher D.

62 publications

NeurIPS 2025 A Multimodal Benchmark for Framing of Oil & Gas Advertising and Potential Greenwashing Detection Gaku Morio, Harri Rowlands, Dominik Stammbach, Christopher D Manning, Peter Henderson

ICLR 2025 AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark Wenhao Chai, Enxin Song, Yilun Du, Chenlin Meng, Vashisht Madhavan, Omer Bar-Tal, Jenq-Neng Hwang, Saining Xie, Christopher D Manning

ICML 2025 AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders Zhengxuan Wu, Aryaman Arora, Atticus Geiger, Zheng Wang, Jing Huang, Dan Jurafsky, Christopher D Manning, Christopher Potts

NeurIPS 2025 Do Language Models Use Their Depth Efficiently? Róbert Csordás, Christopher D Manning, Christopher Potts

ICLR 2025 H4rm3l: A Language for Composable Jailbreak Attack Synthesis Moussa Koulako Bala Doumbouya, Ananjan Nandi, Gabriel Poesia, Davide Ghilardi, Anna Goldie, Federico Bianchi, Dan Jurafsky, Christopher D Manning

NeurIPS 2025 Improved Representation Steering for Language Models Zhengxuan Wu, Qinan Yu, Aryaman Arora, Christopher D Manning, Christopher Potts

ICLR 2025 MrT5: Dynamic Token Merging for Efficient Byte-Level Language Models Julie Kallini, Shikhar Murty, Christopher D Manning, Christopher Potts, Róbert Csordás

ICLRW 2025 NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild Shikhar Murty, Hao Zhu, Dzmitry Bahdanau, Christopher D Manning

ICLR 2024 An Emulator for Fine-Tuning Large Language Models Using Small Language Models Eric Mitchell, Rafael Rafailov, Archit Sharma, Chelsea Finn, Christopher D Manning

ICML 2024 BAGEL: Bootstrapping Agents by Guiding Exploration with Language Shikhar Murty, Christopher D Manning, Peter Shaw, Mandar Joshi, Kenton Lee

ICLR 2024 Fine-Tuning Language Models for Factuality Katherine Tian, Eric Mitchell, Huaxiu Yao, Christopher D Manning, Chelsea Finn

ICLR 2024 Language Model Detectors Are Easily Optimized Against Charlotte Nicks, Eric Mitchell, Rafael Rafailov, Archit Sharma, Christopher D Manning, Chelsea Finn, Stefano Ermon

NeurIPS 2024 MoEUT: Mixture-of-Experts Universal Transformers Róbert Csordás, Kazuki Irie, Jürgen Schmidhuber, Christopher Potts, Christopher D. Manning

ICLR 2024 RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval Parth Sarthi, Salman Abdullah, Aditi Tuli, Shubh Khanna, Anna Goldie, Christopher D Manning

NeurIPS 2024 ReFT: Representation Finetuning for Language Models Zhengxuan Wu, Aryaman Arora, Zheng Wang, Atticus Geiger, Dan Jurafsky, Christopher D. Manning, Christopher Potts

IJCAI 2024 ReportParse: A Unified NLP Tool for Extracting Document Structure and Semantics of Corporate Sustainability Reporting Gaku Morio, Soh Young In, Jungah Yoon, Harri Rowlands, Christopher D. Manning

NeurIPS 2023 An NLP Benchmark Dataset for Assessing Corporate Climate Policy Engagement Gaku Morio, Christopher D Manning

TMLR 2023 Beyond the Imitation Game: Quantifying and Extrapolating the Capabilities of Language Models Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Johan Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew Kyle Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakaş, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartłomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cesar Ferri, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Christopher Waites, Christian Voigt, Christopher D Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, C. Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A Chi, Ethan Dyer, Ethan Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, Francois Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germàn Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Xinyue Wang, Gonzalo Jaimovitch-Lopez, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Francis Anthony Shevlin, Hinrich Schuetze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, Jose Hernandez-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh Dhole, Kevin Gimpel, Kevin Omondi, Kory Wallace Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras-Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros-Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje Ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, Maria Jose Ramirez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L Leavitt, Matthias Hagen, Mátyás Schubert, Medina Orduna Baitemirova, Melody Arnaud, Melvin McElrath, Michael Andrew Yee, Michael Cohen, Michael Gu, Michael Ivanitskiy, Michael Starritt, Michael Strube, Michał Swędrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T, Nanyun Peng, Nathan Andrew Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha S. Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter W Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Miłkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan Le Bras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Russ Salakhutdinov, Ryan Andrew Chi, Seungjae Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel Stern Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima Shammie Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven Piantadosi, Stuart Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsunori Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay Venkatesh Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Sophie Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu

ICLR 2023 Characterizing Intrinsic Compositionality in Transformers with Tree Projections Shikhar Murty, Pratyusha Sharma, Jacob Andreas, Christopher D Manning

ICML 2023 DetectGPT: Zero-Shot Machine-Generated Text Detection Using Probability Curvature Eric Mitchell, Yoonho Lee, Alexander Khazatsky, Christopher D Manning, Chelsea Finn

NeurIPS 2023 Direct Preference Optimization: Your Language Model Is Secretly a Reward Model Rafael Rafailov, Archit Sharma, Eric Mitchell, Christopher D Manning, Stefano Ermon, Chelsea Finn

ICMLW 2023 Direct Preference Optimization: Your Language Model Is Secretly a Reward Model Rafael Rafailov, Archit Sharma, Eric Mitchell, Stefano Ermon, Christopher D Manning, Chelsea Finn

TMLR 2023 Holistic Evaluation of Language Models Percy Liang, Rishi Bommasani, Tony Lee, Dimitris Tsipras, Dilara Soylu, Michihiro Yasunaga, Yian Zhang, Deepak Narayanan, Yuhuai Wu, Ananya Kumar, Benjamin Newman, Binhang Yuan, Bobby Yan, Ce Zhang, Christian Cosgrove, Christopher D Manning, Christopher Re, Diana Acosta-Navas, Drew A. Hudson, Eric Zelikman, Esin Durmus, Faisal Ladhak, Frieda Rong, Hongyu Ren, Huaxiu Yao, Jue Wang, Keshav Santhanam, Laurel Orr, Lucia Zheng, Mert Yuksekgonul, Mirac Suzgun, Nathan Kim, Neel Guha, Niladri S. Chatterji, Omar Khattab, Peter Henderson, Qian Huang, Ryan Andrew Chi, Sang Michael Xie, Shibani Santurkar, Surya Ganguli, Tatsunori Hashimoto, Thomas Icard, Tianyi Zhang, Vishrav Chaudhary, William Wang, Xuechen Li, Yifan Mai, Yuhui Zhang, Yuta Koreeda

NeurIPSW 2023 Teaching Language Models with Canonical Examples John Hewitt, Sarah Li Chen, Percy Liang, Christopher D Manning

MLHC 2022 Contrastive Learning of Medical Visual Representations from Paired Images and Text Yuhao Zhang, Hang Jiang, Yasuhide Miura, Christopher D. Manning, Curtis P. Langlotz

NeurIPS 2022 Deep Bidirectional Language-Knowledge Graph Pretraining Michihiro Yasunaga, Antoine Bosselut, Hongyu Ren, Xikun Zhang, Christopher D Manning, Percy Liang, Jure Leskovec

ICLR 2022 Fast Model Editing at Scale Eric Mitchell, Charles Lin, Antoine Bosselut, Chelsea Finn, Christopher D Manning

ICLR 2022 GreaseLM: Graph REASoning Enhanced Language Models Xikun Zhang, Antoine Bosselut, Michihiro Yasunaga, Hongyu Ren, Percy Liang, Christopher D Manning, Jure Leskovec

ICLR 2022 Hindsight: Posterior-Guided Training of Retrievers for Improved Open-Ended Generation Ashwin Paranjape, Omar Khattab, Christopher Potts, Matei Zaharia, Christopher D Manning

ICML 2022 Memory-Based Model Editing at Scale Eric Mitchell, Charles Lin, Antoine Bosselut, Christopher D Manning, Chelsea Finn

NeurIPS 2022 Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset Peter Henderson, Mark Krass, Lucia Zheng, Neel Guha, Christopher D Manning, Dan Jurafsky, Daniel Ho

ICMLW 2022 Self-Destructing Models: Increasing the Costs of Harmful Dual Uses in Foundation Models Eric Mitchell, Peter Henderson, Christopher D Manning, Dan Jurafsky, Chelsea Finn

AAAI 2022 Synthetic Disinformation Attacks on Automated Fact Verification Systems Yibing Du, Antoine Bosselut, Christopher D. Manning

ICLR 2020 ELECTRA: Pre-Training Text Encoders as Discriminators Rather than Generators Kevin Clark, Minh-Thang Luong, Quoc V. Le, Christopher D. Manning

NeurIPS 2019 Learning by Abstraction: The Neural State Machine Drew Hudson, Christopher D. Manning

ICLR 2018 Compositional Attention Networks for Machine Reasoning Drew A. Hudson, Christopher D. Manning

ICLR 2017 Deep Biaffine Attention for Neural Dependency Parsing Timothy Dozat, Christopher D. Manning

NeurIPS 2015 On-the-Job Learning with Bayesian Decision Theory Keenon Werling, Arun Tejasvi Chaganty, Percy Liang, Christopher D. Manning

NeurIPS 2014 Global Belief Recursive Neural Networks Romain Paulus, Richard Socher, Christopher D. Manning

NeurIPS 2014 Learning Distributed Representations for Structured Output Prediction Vivek Srikumar, Christopher D. Manning

ICLR 2014 Relaxations for Inference in Restricted Boltzmann Machines Sida I. Wang, Roy Frostig, Percy Liang, Christopher D. Manning

NeurIPS 2014 Simple MAP Inference via Low-Rank Relaxations Roy Frostig, Sida Wang, Percy Liang, Christopher D. Manning

AAAI 2013 Effective Bilingual Constraints for Semi-Supervised Learning of Named Entity Recognizers Mengqiu Wang, Wanxiang Che, Christopher D. Manning

ICLR 2013 Learning New Facts from Knowledge Bases with Neural Tensor Networks and Semantic Word Vectors Danqi Chen, Richard Socher, Christopher D. Manning, Andrew Y. Ng

NeurIPS 2013 Reasoning with Neural Tensor Networks for Knowledge Base Completion Richard Socher, Danqi Chen, Christopher D. Manning, Andrew Ng

NeurIPS 2013 Zero-Shot Learning Through Cross-Modal Transfer Richard Socher, Milind Ganjoo, Christopher D. Manning, Andrew Ng

ICLR 2013 Zero-Shot Learning Through Cross-Modal Transfer Richard Socher, Milind Ganjoo, Hamsa Sridhar, Osbert Bastani, Christopher D. Manning, Andrew Y. Ng

NeurIPS 2012 Convolutional-Recursive Deep Learning for 3D Object Classification Richard Socher, Brody Huval, Bharath Bath, Christopher D. Manning, Andrew Y. Ng

NeurIPS 2011 Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection Richard Socher, Eric H. Huang, Jeffrey Pennin, Christopher D. Manning, Andrew Y. Ng

ICML 2011 Parsing Natural Scenes and Natural Language with Recursive Neural Networks Richard Socher, Cliff Chiung-Yu Lin, Andrew Y. Ng, Christopher D. Manning

AAAI 2005 Robust Textual Inference via Learning and Abductive Reasoning Rajat Raina, Andrew Y. Ng, Christopher D. Manning

ICML 2004 Learning Random Walk Models for Inducing Word Dependency Distributions Kristina Toutanova, Christopher D. Manning, Andrew Y. Ng

ECML-PKDD 2004 Using Feature Conjunctions Across Examples for Learning Pairwise Classifiers Satoshi Oyama, Christopher D. Manning

ECML-PKDD 2003 A Generative Model for Semantic Role Labeling Cynthia A. Thompson, Roger Levy, Christopher D. Manning

IJCAI 2003 Factored A* Search for Models over Sequences and Trees Dan Klein, Christopher D. Manning

NeurIPS 2003 Log-Linear Models for Label Ranking Ofer Dekel, Yoram Singer, Christopher D. Manning

ECML-PKDD 2003 Optimizing Local Probability Models for Statistical Parsing Kristina Toutanova, Mark Mitchell, Christopher D. Manning

IJCAI 2003 Spectral Learning Sepandar D. Kamvar, Dan Klein, Christopher D. Manning

NeurIPS 2002 Fast Exact Inference with a Factored Model for Natural Language Parsing Dan Klein, Christopher D. Manning

ICML 2002 From Instance-Level Constraints to Space-Level Constraints: Making the Most of Prior Knowledge in Data Clustering Dan Klein, Sepandar D. Kamvar, Christopher D. Manning

ICML 2002 Interpreting and Extending Classical Agglomerative Clustering Algorithms Using a Model-Based Approach Sepandar D. Kamvar, Dan Klein, Christopher D. Manning

NeurIPS 2001 Natural Language Grammar Induction Using a Constituent-Context Model Dan Klein, Christopher D. Manning