Christopher Potts

239 papers A* 38A 3B 9Journal 136Unranked 53
YearRankTypeTitle / Venue / Authors
2026 J jnl
Counterfactual Simulation Training for Chain-of-Thought Faithfulness.
CoRR
Peter Hase, Christopher Potts
2026 J jnl
Invisible failures in human-AI interactions.
CoRR
Christopher Potts, Moritz Sudhof
2026 J jnl
Transcoder Adapters for Reasoning-Model Diffing.
CoRR
Nathan Hu, Jake Ward, Thomas Icard, Christopher Potts
2025 J jnl
Addressing divergent representations from causal interventions on neural networks.
CoRR
Satchel Grant, Simon Jerome Han, Alexa R. Tartaglini, Christopher Potts
2025 J jnl
Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignment.
Trans. Assoc. Comput. Linguistics
Karel D'Oosterlinck, Winnie Xu, Chris Develder, Thomas Demeester, Amanpreet Singh, Christopher Potts, Douwe Kiela, Shikib Mehri
2025 A* conf
AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders.
ICML
Zhengxuan Wu, Aryaman Arora, Atticus Geiger, Zheng Wang, Jing Huang, Dan Jurafsky, Christopher D. Manning, Christopher Potts
2025 J jnl
AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders.
CoRR
Zhengxuan Wu, Aryaman Arora, Atticus Geiger, Zheng Wang, Jing Huang, Dan Jurafsky, Christopher D. Manning, Christopher Potts
2025 J jnl
Base Models Beat Aligned Models at Randomness and Creativity.
CoRR
Peter West, Christopher Potts
2025 J jnl
Blackbox Model Provenance via Palimpsestic Membership Inference.
CoRR
Rohith Kuditipudi, Jing Huang, Sally Zhu, Diyi Yang, Christopher Potts, Percy Liang
2025 J jnl
CHART-6: Human-Centered Evaluation of Data Visualization Understanding in Vision-Language Models.
CoRR
Arnav Verma, Kushin Mukherjee, Christopher Potts, Elisa Kreiss, Judith E. Fan
2025 J jnl
Causal Abstraction: A Theoretical Foundation for Mechanistic Interpretability.
J. Mach. Learn. Res.
Atticus Geiger, Duligur Ibeling, Amir Zur, Maheep Chaudhary, Sonakshi Chauhan, Jing Huang, Aryaman Arora, Zhengxuan Wu, Noah D. Goodman, Christopher Potts, Thomas Icard
2025 A* conf
Causal Interventions Reveal Shared Structure Across English Filler-Gap Constructions.
EMNLP
Sasha Boguraev, Christopher Potts, Kyle Mahowald
2025 J jnl
Causal Interventions Reveal Shared Structure Across English Filler-Gap Constructions.
CoRR
Sasha Boguraev, Christopher Potts, Kyle Mahowald
2025 — conf
ColBERT-Serve: Efficient Multi-stage Memory-Mapped Scoring.
ECIR (4)
Kaili Huang, Thejas Venkatesh, Uma Dingankar, Antonio Mallia, Daniel Campos, Jian Jiao, Christopher Potts, Matei Zaharia, Kwabena Boahen, Omar Khattab, Saarthak Sarup, Keshav Santhanam
2025 J jnl
ColBERT-serve: Efficient Multi-Stage Memory-Mapped Scoring.
CoRR
Kaili Huang, Thejas Venkatesh, Uma Dingankar, Antonio Mallia, Daniel Campos, Jian Jiao, Christopher Potts, Matei Zaharia, Kwabena Boahen, Omar Khattab, Saarthak Sarup, Keshav Santhanam
2025 J jnl
Diagnosing Bottlenecks in Data Visualization Understanding by Vision-Language Models.
CoRR
Alexa R. Tartaglini, Satchel Grant, Daniel Wurgaft, Christopher Potts, Judith E. Fan
2025 — conf
Distinguishing fair from unfair compositional generalization tasks.
EMNLP (Findings)
Ahmad Jabbar, Cleo Condoravdi, Christopher Potts
2025 J jnl
Do Language Models Use Their Depth Efficiently?
CoRR
Róbert Csordás, Christopher D. Manning, Christopher Potts
2025 B conf
Exploring the mechanisms that enable multimodal reasoning about data visualizations in vision-language models.
CogSci
Alexa R. Tartaglini, Christopher Potts, Judith E. Fan
2025 — conf
False Friends Are Not Foes: Investigating Vocabulary Overlap in Multilingual Language Models.
EMNLP (Findings)
Julie Kallini, Dan Jurafsky, Christopher Potts, Martijn Bartelds
2025 J jnl
False Friends Are Not Foes: Investigating Vocabulary Overlap in Multilingual Language Models.
CoRR
Julie Kallini, Dan Jurafsky, Christopher Potts, Martijn Bartelds
2025 J jnl
GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning.
CoRR
Lakshya A. Agrawal, Shangyin Tan, Dilara Soylu, Noah Ziems, Rishi Khare, Krista Opsahl-Ong, Arnav Singhvi, Herumb Shandilya, Michael J. Ryan, Meng Jiang, Christopher Potts, Koushik Sen, Alexandros G. Dimakis, Ion Stoica, Daniel Klein, Matei Zaharia, Omar Khattab
2025 A* conf
HyperDAS: Towards Automating Mechanistic Interpretability with Hypernetworks.
ICLR
Jiuding Sun, Jing Huang, Sidharth Baskaran, Karel D'Oosterlinck, Christopher Potts, Michael Sklar, Atticus Geiger
2025 J jnl
HyperDAS: Towards Automating Mechanistic Interpretability with Hypernetworks.
CoRR
Jiuding Sun, Jing Huang, Sidharth Baskaran, Karel D'Oosterlinck, Christopher Potts, Michael Sklar, Atticus Geiger
2025 J jnl
HyperSteer: Activation Steering at Scale with Hypernetworks.
CoRR
Jiuding Sun, Sidharth Baskaran, Zhengxuan Wu, Michael Sklar, Christopher Potts, Atticus Geiger
2025 J jnl
Improved Representation Steering for Language Models.
CoRR
Zhengxuan Wu, Qinan Yu, Aryaman Arora, Christopher D. Manning, Christopher Potts
2025 A* conf
Improving Pretraining Data Using Perplexity Correlations.
ICLR
Tristan Thrush, Christopher Potts, Tatsunori Hashimoto
2025 A* conf
Internal Causal Mechanisms Robustly Predict Language Model Out-of-Distribution Behaviors.
ICML
Jing Huang, Junyi Tao, Thomas Icard, Diyi Yang, Christopher Potts
2025 J jnl
Internal Causal Mechanisms Robustly Predict Language Model Out-of-Distribution Behaviors.
CoRR
Jing Huang, Junyi Tao, Thomas Icard, Diyi Yang, Christopher Potts
2025 J jnl
Language models as tools for investigating the distinction between possible and impossible natural languages.
CoRR
Julie Kallini, Christopher Potts
2025 J jnl
Mechanistic evaluation of Transformers and state space models.
CoRR
Aryaman Arora, Neil Rathi, Nikil Roashan Selvam, Róbert Csórdas, Dan Jurafsky, Christopher Potts
2025 A* conf
MrT5: Dynamic Token Merging for Efficient Byte-level Language Models.
ICLR
Julie Kallini, Shikhar Murty, Christopher D. Manning, Christopher Potts, Róbert Csordás
2025 J jnl
Multi-module GRPO: Composing Policy Gradients and Prompt Optimization for Language Model Programs.
CoRR
Noah Ziems, Dilara Soylu, Lakshya A. Agrawal, Isaac Miller, Liheng Lai, Chen Qian, Kaiqiang Song, Meng Jiang, Daniel Klein, Matei Zaharia, Karel D'Oosterlinck, Christopher Potts, Omar Khattab
2025 J jnl
Structured Prompting Enables More Robust Evaluation of Language Models.
CoRR
Asad Aali, Muhammad Ahmed Mohsin, Vasiliki Bikia, Arnav Singhvi, Richard Gaus, Suhana Bedi, Hejie Cui, Miguel Fuentes, Alyssa Unell, Yifan Mai, Jordan Cahoon, Michael A. Pfeffer, Roxana Daneshjou, Sanmi Koyejo, Emily Alsentzer, Christopher Potts, Nigam H. Shah, Akshay S. Chaudhari
2025 A* conf
WARP: An Efficient Engine for Multi-Vector Retrieval.
SIGIR
Jan Luca Scheerer, Matei Zaharia, Christopher Potts, Gustavo Alonso, Omar Khattab
2025 J jnl
WARP: An Efficient Engine for Multi-Vector Retrieval.
CoRR
Jan Luca Scheerer, Matei Zaharia, Christopher Potts, Gustavo Alonso, Omar Khattab
2024 J jnl
A Reply to Makelov et al. (2023)'s "Interpretability Illusion" Arguments.
CoRR
Zhengxuan Wu, Atticus Geiger, Jing Huang, Aryaman Arora, Thomas Icard, Christopher Potts, Noah D. Goodman
2024 — conf
ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems.
NAACL-HLT
Jon Saad-Falcon, Omar Khattab, Christopher Potts, Matei Zaharia
2024 — conf
AmazonQAC: A Large-Scale, Naturalistic Query Autocomplete Dataset.
EMNLP (Industry Track)
Dante Everaert, Rohit Patki, Tianqi Zheng, Christopher Potts
2024 J jnl
AmazonQAC: A Large-Scale, Naturalistic Query Autocomplete Dataset.
CoRR
Dante Everaert, Rohit Patki, Tianqi Zheng, Christopher Potts
2024 J jnl
Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignment.
CoRR
Karel D'Oosterlinck, Winnie Xu, Chris Develder, Thomas Demeester, Amanpreet Singh, Christopher Potts, Douwe Kiela, Shikib Mehri
2024 J jnl
Bayesian scaling laws for in-context learning.
CoRR
Aryaman Arora, Dan Jurafsky, Christopher Potts, Noah D. Goodman
2024 J jnl
Building Efficient and Effective OpenQA Systems for Low-Resource Languages.
CoRR
Emrah Budur, Riza Özçelik, Dilara Soylu, Omar Khattab, Tunga Güngör, Christopher Potts
2024 J jnl
Building efficient and effective OpenQA systems for low-resource languages.
Knowl. Based Syst.
Emrah Budur, Riza Özçelik, Dilara Soylu, Omar Khattab, Tunga Güngör, Christopher Potts
2024 — conf
CausalGym: Benchmarking causal interpretability methods on linguistic tasks.
ACL (1)
Aryaman Arora, Dan Jurafsky, Christopher Potts
2024 J jnl
CausalGym: Benchmarking causal interpretability methods on linguistic tasks.
CoRR
Aryaman Arora, Dan Jurafsky, Christopher Potts
2024 A* conf
CommVQA: Situating Visual Question Answering in Communicative Contexts.
EMNLP
Nandita Naik, Christopher Potts, Elisa Kreiss
2024 J jnl
CommVQA: Situating Visual Question Answering in Communicative Contexts.
CoRR
Nandita Shankar Naik, Christopher Potts, Elisa Kreiss
2024 A* conf
ContextRef: Evaluating Referenceless Metrics for Image Description Generation.
ICLR
Elisa Kreiss, Eric Zelikman, Christopher Potts, Nick Haber
2024 A* conf
DSPy: Compiling Declarative Language Model Calls into State-of-the-Art Pipelines.
ICLR
Omar Khattab, Arnav Singhvi, Paridhi Maheshwari, Zhiyuan Zhang, Keshav Santhanam, Sri Vardhamanan, Saiful Haq, Ashutosh Sharma, Thomas T. Joshi, Hanna Moazam, Heather Miller, Matei Zaharia, Christopher Potts
2024 A* conf
Demystifying Verbatim Memorization in Large Language Models.
EMNLP
Jing Huang, Diyi Yang, Christopher Potts
2024 J jnl
Demystifying Verbatim Memorization in Large Language Models.
CoRR
Jing Huang, Diyi Yang, Christopher Potts
2024 B conf
Evaluating human and machine understanding of data visualizations.
CogSci
Arnav Verma, Kushin Mukherjee, Christopher Potts, Elisa Kreiss, Judith E. Fan
2024 — conf
Finding Alignments Between Interpretable Causal Variables and Distributed Neural Representations.
CLeaR
Atticus Geiger, Zhengxuan Wu, Christopher Potts, Thomas Icard, Noah D. Goodman
2024 A* conf
Fine-Tuning and Prompt Optimization: Two Great Steps that Work Better Together.
EMNLP
Dilara Soylu, Christopher Potts, Omar Khattab
2024 J jnl
Fine-Tuning and Prompt Optimization: Two Great Steps that Work Better Together.
CoRR
Dilara Soylu, Christopher Potts, Omar Khattab
2024 A* conf
GIO: Gradient Information Optimization for Training Dataset Selection.
ICLR
Dante Everaert, Christopher Potts
2024 — conf
I am a Strange Dataset: Metalinguistic Tests for Language Models.
ACL (1)
Tristan Thrush, Jared Moore, Miguel Monares, Christopher Potts, Douwe Kiela
2024 J jnl
I am a Strange Dataset: Metalinguistic Tests for Language Models.
CoRR
Tristan Thrush, Jared Moore, Miguel Monares, Christopher Potts, Douwe Kiela
2024 J jnl
Improving Pretraining Data Using Perplexity Correlations.
CoRR
Tristan Thrush, Christopher Potts, Tatsunori Hashimoto
2024 J jnl
In-Context Learning for Extreme Multi-Label Classification.
CoRR
Karel D'Oosterlinck, Omar Khattab, François Remy, Thomas Demeester, Chris Develder, Christopher Potts
2024 B conf
Is the asymmetry in negative strengthening the result of adjectival polarity or face considerations?
CogSci
Sarang Jeong, Christopher Potts, Judith Degen
2024 J jnl
Mapping the Increasing Use of LLMs in Scientific Papers.
CoRR
Weixin Liang, Yaohui Zhang, Zhengxuan Wu, Haley Lepp, Wenlong Ji, Xuandong Zhao, Hancheng Cao, Sheng Liu, Siyu He, Zhi Huang, Diyi Yang, Christopher Potts, Christopher D. Manning, James Y. Zou
2024 — conf
Mission: Impossible Language Models.
ACL (1)
Julie Kallini, Isabel Papadimitriou, Richard Futrell, Kyle Mahowald, Christopher Potts
2024 J jnl
Mission: Impossible Language Models.
CoRR
Julie Kallini, Isabel Papadimitriou, Richard Futrell, Kyle Mahowald, Christopher Potts
2024 A* conf
MoEUT: Mixture-of-Experts Universal Transformers.
NeurIPS
Róbert Csordás, Kazuki Irie, Jürgen Schmidhuber, Christopher Potts, Christopher D. Manning
2024 J jnl
MoEUT: Mixture-of-Experts Universal Transformers.
CoRR
Róbert Csordás, Kazuki Irie, Jürgen Schmidhuber, Christopher Potts, Christopher D. Manning
2024 J jnl
MrT5: Dynamic Token Merging for Efficient Byte-level Language Models.
CoRR
Julie Kallini, Shikhar Murty, Christopher D. Manning, Christopher Potts, Róbert Csordás
2024 A* conf
Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs.
EMNLP
Krista Opsahl-Ong, Michael J. Ryan, Josh Purtell, David Broman, Christopher Potts, Matei Zaharia, Omar Khattab
2024 J jnl
Optimizing Instructions and Demonstrations for Multi-Stage Language Model Programs.
CoRR
Krista Opsahl-Ong, Michael J. Ryan, Josh Purtell, David Broman, Christopher Potts, Matei Zaharia, Omar Khattab
2024 J jnl
Prompts as Auto-Optimized Training Hyperparameters: Training Best-in-Class IR Models from Scratch with 10 Gold Labels.
CoRR
Jasper Xian, Saron Samuel, Faraz Khoubsirat, Ronak Pradeep, Md. Arafat Sultan, Radu Florian, Salim Roukos, Avirup Sil, Christopher Potts, Omar Khattab
2024 — conf
RAVEL: Evaluating Interpretability Methods on Disentangling Language Model Representations.
ACL (1)
Jing Huang, Zhengxuan Wu, Christopher Potts, Mor Geva, Atticus Geiger
2024 J jnl
RAVEL: Evaluating Interpretability Methods on Disentangling Language Model Representations.
CoRR
Jing Huang, Zhengxuan Wu, Christopher Potts, Mor Geva, Atticus Geiger
2024 A* conf
ReFT: Representation Finetuning for Language Models.
NeurIPS
Zhengxuan Wu, Aryaman Arora, Zheng Wang, Atticus Geiger, Dan Jurafsky, Christopher D. Manning, Christopher Potts
2024 J jnl
ReFT: Representation Finetuning for Language Models.
CoRR
Zhengxuan Wu, Aryaman Arora, Zheng Wang, Atticus Geiger, Dan Jurafsky, Christopher D. Manning, Christopher Potts
2024 J jnl
Recurrent Neural Networks Learn to Store and Generate Sequences using Non-Linear Representations.
CoRR
Róbert Csordás, Christopher Potts, Christopher D. Manning, Atticus Geiger
2024 — conf
Retrieval Augmented Spelling Correction for E-Commerce Applications.
EMNLP (Industry Track)
Xuan Guo, Rohit Patki, Dante Everaert, Christopher Potts
2024 J jnl
Retrieval Augmented Spelling Correction for E-Commerce Applications.
CoRR
Xuan Guo, Rohit Patki, Dante Everaert, Christopher Potts
2024 A* conf
Updating CLIP to Prefer Descriptions Over Captions.
EMNLP
Amir Zur, Elisa Kreiss, Karel D'Oosterlinck, Christopher Potts, Atticus Geiger
2024 J jnl
Updating CLIP to Prefer Descriptions Over Captions.
CoRR
Amir Zur, Elisa Kreiss, Karel D'Oosterlinck, Christopher Potts, Atticus Geiger
2024 — conf
pyvene: A Library for Understanding and Improving PyTorch Models via Interventions.
NAACL (Demonstrations)
Zhengxuan Wu, Atticus Geiger, Aryaman Arora, Jing Huang, Zheng Wang, Noah D. Goodman, Christopher D. Manning, Christopher Potts
2024 J jnl
pyvene: A Library for Understanding and Improving PyTorch Models via Interventions.
CoRR
Zhengxuan Wu, Atticus Geiger, Aryaman Arora, Jing Huang, Zheng Wang, Noah D. Goodman, Christopher D. Manning, Christopher Potts
2023 J jnl
ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems.
CoRR
Jon Saad-Falcon, Omar Khattab, Christopher Potts, Matei Zaharia
2023 J jnl
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.
Trans. Mach. Learn. Res.
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 Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. 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 Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej 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, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris 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, 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 J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, 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 H. 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, José Hernández-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 D. Dhole, Kevin Gimpel, Kevin Omondi, Kory W. 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, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, 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 A. 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 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 Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, 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 LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, 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 S. 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 T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu 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 V. 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, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu
2023 — conf
BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance.
EMNLP (Findings)
Karel D'Oosterlinck, François Remy, Johannes Deleu, Thomas Demeester, Chris Develder, Klim Zaporojets, Aneiss Ghodsi, Simon Ellershaw, Jack Collins, Christopher Potts
2023 J jnl
BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance.
CoRR
Karel D'Oosterlinck, François Remy, Johannes Deleu, Thomas Demeester, Chris Develder, Klim Zaporojets, Aneiss Ghodsi, Simon Ellershaw, Jack Collins, Christopher Potts
2023 J jnl
CAW-coref: Conjunction-Aware Word-level Coreference Resolution.
CoRR
Karel D'Oosterlinck, Semere Kiros Bitew, Brandon Papineau, Christopher Potts, Thomas Demeester, Chris Develder
2023 J jnl
Causal Abstraction for Faithful Model Interpretation.
CoRR
Atticus Geiger, Christopher Potts, Thomas Icard
2023 A* conf
Causal Proxy Models for Concept-based Model Explanations.
ICML
Zhengxuan Wu, Karel D'Oosterlinck, Atticus Geiger, Amir Zur, Christopher Potts
2023 J jnl
Characterizing Image Accessibility on Wikipedia across Languages.
CoRR
Elisa Kreiss, Krishna Srinivasan, Tiziano Piccardi, Jesus Adolfo Hermosillo, Cynthia L. Bennett, Michael S. Bernstein, Meredith Ringel Morris, Christopher Potts
2023 — conf
Context-VQA: Towards Context-Aware and Purposeful Visual Question Answering.
ICCV (Workshops)
Nandita Naik, Christopher Potts, Elisa Kreiss
2023 J jnl
Context-VQA: Towards Context-Aware and Purposeful Visual Question Answering.
CoRR
Nandita Naik, Christopher Potts, Elisa Kreiss
2023 J jnl
ContextRef: Evaluating Referenceless Metrics For Image Description Generation.
CoRR
Elisa Kreiss, Eric Zelikman, Christopher Potts, Nick Haber
2023 J jnl
DSPy Assertions: Computational Constraints for Self-Refining Language Model Pipelines.
CoRR
Arnav Singhvi, Manish Shetty, Shangyin Tan, Christopher Potts, Koushik Sen, Matei Zaharia, Omar Khattab
2023 J jnl
DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines.
CoRR
Omar Khattab, Arnav Singhvi, Paridhi Maheshwari, Zhiyuan Zhang, Keshav Santhanam, Sri Vardhamanan, Saiful Haq, Ashutosh Sharma, Thomas T. Joshi, Hanna Moazam, Heather Miller, Matei Zaharia, Christopher Potts
2023 — conf
Detecting Contradictory COVID-19 Drug Efficacy Claims from Biomedical Literature.
ACL (2)
Daniel N. Sosa, Malavika Suresh, Christopher Potts, Russ B. Altman
2023 J jnl
Finding Alignments Between Interpretable Causal Variables and Distributed Neural Representations.
CoRR
Atticus Geiger, Zhengxuan Wu, Christopher Potts, Thomas Icard, Noah D. Goodman
2023 J jnl
Flexible Model Interpretability through Natural Language Model Editing.
CoRR
Karel D'Oosterlinck, Thomas Demeester, Chris Develder, Christopher Potts
2023 J jnl
GIO: Gradient Information Optimization for Training Dataset Selection.
CoRR
Dante Everaert, Christopher Potts
2023 — conf
Inducing Character-level Structure in Subword-based Language Models with Type-level Interchange Intervention Training.
ACL (Findings)
Jing Huang, Zhengxuan Wu, Kyle Mahowald, Christopher Potts
2023 A* conf
Interpretability at Scale: Identifying Causal Mechanisms in Alpaca.
NeurIPS
Zhengxuan Wu, Atticus Geiger, Thomas Icard, Christopher Potts, Noah D. Goodman
2023 J jnl
Interpretability at Scale: Identifying Causal Mechanisms in Alpaca.
CoRR
Zhengxuan Wu, Atticus Geiger, Christopher Potts, Noah D. Goodman
2023 — conf
Lexical Semantics with Large Language Models: A Case Study of English "break".
EACL (Findings)
Erika Petersen, Christopher Potts
2023 A* conf
MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions.
EMNLP
Zexuan Zhong, Zhengxuan Wu, Christopher D. Manning, Christopher Potts, Danqi Chen
2023 J jnl
MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions.
CoRR
Zexuan Zhong, Zhengxuan Wu, Christopher D. Manning, Christopher Potts, Danqi Chen
2023 — conf
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking.
ACL (Findings)
Keshav Santhanam, Jon Saad-Falcon, Martin Franz, Omar Khattab, Avi Sil, Radu Florian, Md. Arafat Sultan, Salim Roukos, Matei Zaharia, Christopher Potts
2023 — conf
Multi-teacher Distillation for Multilingual Spelling Correction.
EMNLP (Industry Track)
Jingfen Zhang, Xuan Guo, Sravan Bodapati, Christopher Potts
2023 J jnl
Multi-teacher Distillation for Multilingual Spelling Correction.
CoRR
Jingfen Zhang, Xuan Guo, Sravan Bodapati, Christopher Potts
2023 B conf
Psychologically-informed chain-of-thought prompts for metaphor understanding in large language models.
CogSci
Ben Prystawski, Paul H. Thibodeau, Christopher Potts, Noah D. Goodman
2023 J jnl
ReCOGS: How Incidental Details of a Logical Form Overshadow an Evaluation of Semantic Interpretation.
CoRR
Zhengxuan Wu, Christopher D. Manning, Christopher Potts
2023 J jnl
ReCOGS: How Incidental Details of a Logical Form Overshadow an Evaluation of Semantic Interpretation.
Trans. Assoc. Comput. Linguistics
Zhengxuan Wu, Christopher D. Manning, Christopher Potts
2023 — conf
Rigorously Assessing Natural Language Explanations of Neurons.
BlackboxNLP@EMNLP
Jing Huang, Atticus Geiger, Karel D'Oosterlinck, Zhengxuan Wu, Christopher Potts
2023 J jnl
Rigorously Assessing Natural Language Explanations of Neurons.
CoRR
Jing Huang, Atticus Geiger, Karel D'Oosterlinck, Zhengxuan Wu, Christopher Potts
2023 — conf
ScoNe: Benchmarking Negation Reasoning in Language Models With Fine-Tuning and In-Context Learning.
ACL (2)
Jingyuan Selena She, Christopher Potts, Samuel R. Bowman, Atticus Geiger
2023 J jnl
ScoNe: Benchmarking Negation Reasoning in Language Models With Fine-Tuning and In-Context Learning.
CoRR
Jingyuan Selena She, Christopher Potts, Samuel R. Bowman, Atticus Geiger
2023 A* conf
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers.
EMNLP
Jon Saad-Falcon, Omar Khattab, Keshav Santhanam, Radu Florian, Martin Franz, Salim Roukos, Avirup Sil, Md. Arafat Sultan, Christopher Potts
2023 J jnl
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers.
CoRR
Jon Saad-Falcon, Omar Khattab, Keshav Santhanam, Radu Florian, Martin Franz, Salim Roukos, Avirup Sil, Md. Arafat Sultan, Christopher Potts
2022 J jnl
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.
CoRR
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 Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. 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 Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej 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, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris 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, 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 J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, 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 H. 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, José Hernández-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 D. Dhole, Kevin Gimpel, Kevin Omondi, Kory W. 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, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, 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 A. 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 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 Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, 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 LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, 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 S. 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 T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu 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 V. 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, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu
2022 A* conf
CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior.
NeurIPS
Eldar David Abraham, Karel D'Oosterlinck, Amir Feder, Yair Ori Gat, Atticus Geiger, Christopher Potts, Roi Reichart, Zhengxuan Wu
2022 J jnl
CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior.
CoRR
Eldar David Abraham, Karel D'Oosterlinck, Amir Feder, Yair Ori Gat, Atticus Geiger, Christopher Potts, Roi Reichart, Zhengxuan Wu
2022 — conf
Causal Distillation for Language Models.
NAACL-HLT
Zhengxuan Wu, Atticus Geiger, Joshua Rozner, Elisa Kreiss, Hanson Lu, Thomas Icard, Christopher Potts, Noah D. Goodman
2022 J jnl
Causal Proxy Models for Concept-Based Model Explanations.
CoRR
Zhengxuan Wu, Karel D'Oosterlinck, Atticus Geiger, Amir Zur, Christopher Potts
2022 — conf
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction.
NAACL-HLT
Keshav Santhanam, Omar Khattab, Jon Saad-Falcon, Christopher Potts, Matei Zaharia
2022 B conf
Color Overmodification Emerges from Data-Driven Learning and Pragmatic Reasoning.
CogSci
Fei Fang, Kunal Sinha, Noah D. Goodman, Christopher Potts, Elisa Kreiss
2022 J jnl
Color Overmodification Emerges from Data-Driven Learning and Pragmatic Reasoning.
CoRR
Fei Fang, Kunal Sinha, Noah D. Goodman, Christopher Potts, Elisa Kreiss
2022 A* conf
Concadia: Towards Image-Based Text Generation with a Purpose.
EMNLP
Elisa Kreiss, Fei Fang, Noah D. Goodman, Christopher Potts
2022 A* conf
Context Matters for Image Descriptions for Accessibility: Challenges for Referenceless Evaluation Metrics.
EMNLP
Elisa Kreiss, Cynthia L. Bennett, Shayan Hooshmand, Eric Zelikman, Meredith Ringel Morris, Christopher Potts
2022 J jnl
Context Matters for Image Descriptions for Accessibility: Challenges for Referenceless Evaluation Metrics.
CoRR
Elisa Kreiss, Cynthia L. Bennett, Shayan Hooshmand, Eric Zelikman, Meredith Ringel Morris, Christopher Potts
2022 J jnl
Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP.
CoRR
Omar Khattab, Keshav Santhanam, Xiang Lisa Li, David Hall, Percy Liang, Christopher Potts, Matei Zaharia
2022 J jnl
Detecting Contradictory COVID-19 Drug Efficacy Claims from Biomedical Literature.
CoRR
Daniel N. Sosa, Malavika Suresh, Christopher Potts, Russ B. Altman
2022 A* conf
Hindsight: Posterior-guided training of retrievers for improved open-ended generation.
ICLR
Ashwin Paranjape, Omar Khattab, Christopher Potts, Matei Zaharia, Christopher D. Manning
2022 — conf
Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models.
RepL4NLP@ACL
Zhengxuan Wu, Nelson F. Liu, Christopher Potts
2022 A* conf
Inducing Causal Structure for Interpretable Neural Networks.
ICML
Atticus Geiger, Zhengxuan Wu, Hanson Lu, Josh Rozner, Elisa Kreiss, Thomas Icard, Noah D. Goodman, Christopher Potts
2022 J jnl
Inducing Character-level Structure in Subword-based Language Models with Type-level Interchange Intervention Training.
CoRR
Jing Huang, Zhengxuan Wu, Kyle Mahowald, Christopher Potts
2022 J jnl
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking.
CoRR
Keshav Santhanam, Jon Saad-Falcon, Martin Franz, Omar Khattab, Avirup Sil, Radu Florian, Md. Arafat Sultan, Salim Roukos, Matei Zaharia, Christopher Potts
2022 A conf
PLAID: An Efficient Engine for Late Interaction Retrieval.
CIKM
Keshav Santhanam, Omar Khattab, Christopher Potts, Matei Zaharia
2022 J jnl
PLAID: An Efficient Engine for Late Interaction Retrieval.
CoRR
Keshav Santhanam, Omar Khattab, Christopher Potts, Matei Zaharia
2022 — conf
Systematicity in GPT-3's Interpretation of Novel English Noun Compounds.
EMNLP (Findings)
Siyan Li, Riley Carlson, Christopher Potts
2022 J jnl
Systematicity in GPT-3's Interpretation of Novel English Noun Compounds.
CoRR
Siyan Li, Riley Carlson, Christopher Potts
2021 A* conf
Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval.
NeurIPS
Omar Khattab, Christopher Potts, Matei A. Zaharia
2021 J jnl
Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval.
CoRR
Omar Khattab, Christopher Potts, Matei Zaharia
2021 A* conf
Causal Abstractions of Neural Networks.
NeurIPS
Atticus Geiger, Hanson Lu, Thomas Icard, Christopher Potts
2021 J jnl
Causal Abstractions of Neural Networks.
CoRR
Atticus Geiger, Hanson Lu, Thomas Icard, Christopher Potts
2021 J jnl
Causal Distillation for Language Models.
CoRR
Zhengxuan Wu, Atticus Geiger, Josh Rozner, Elisa Kreiss, Hanson Lu, Thomas Icard, Christopher Potts, Noah D. Goodman
2021 J jnl
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction.
CoRR
Keshav Santhanam, Omar Khattab, Jon Saad-Falcon, Christopher Potts, Matei Zaharia
2021 J jnl
Concadia: Tackling image accessibility with context.
CoRR
Elisa Kreiss, Noah D. Goodman, Christopher Potts
2021 A* conf
Decrypting Cryptic Crosswords: Semantically Complex Wordplay Puzzles as a Target for NLP.
NeurIPS
Josh Rozner, Christopher Potts, Kyle Mahowald
2021 J jnl
Decrypting Cryptic Crosswords: Semantically Complex Wordplay Puzzles as a Target for NLP.
CoRR
Josh Rozner, Christopher Potts, Kyle Mahowald
2021 — conf
DynaSent: A Dynamic Benchmark for Sentiment Analysis.
ACL/IJCNLP (1)
Christopher Potts, Zhengxuan Wu, Atticus Geiger, Douwe Kiela
2021 — conf
Dynabench: Rethinking Benchmarking in NLP.
NAACL-HLT
Douwe Kiela, Max Bartolo, Yixin Nie, Divyansh Kaushik, Atticus Geiger, Zhengxuan Wu, Bertie Vidgen, Grusha Prasad, Amanpreet Singh, Pratik Ringshia, Zhiyi Ma, Tristan Thrush, Sebastian Riedel, Zeerak Waseem, Pontus Stenetorp, Robin Jia, Mohit Bansal, Christopher Potts, Adina Williams
2021 J jnl
Dynabench: Rethinking Benchmarking in NLP.
CoRR
Douwe Kiela, Max Bartolo, Yixin Nie, Divyansh Kaushik, Atticus Geiger, Zhengxuan Wu, Bertie Vidgen, Grusha Prasad, Amanpreet Singh, Pratik Ringshia, Zhiyi Ma, Tristan Thrush, Sebastian Riedel, Zeerak Waseem, Pontus Stenetorp, Robin Jia, Mohit Bansal, Christopher Potts, Adina Williams
2021 A* conf
Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking.
NeurIPS
Zhiyi Ma, Kawin Ethayarajh, Tristan Thrush, Somya Jain, Ledell Wu, Robin Jia, Christopher Potts, Adina Williams, Douwe Kiela
2021 J jnl
Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking.
CoRR
Zhiyi Ma, Kawin Ethayarajh, Tristan Thrush, Somya Jain, Ledell Wu, Robin Jia, Christopher Potts, Adina Williams, Douwe Kiela
2021 J jnl
Hindsight: Posterior-guided training of retrievers for improved open-ended generation.
CoRR
Ashwin Paranjape, Omar Khattab, Christopher Potts, Matei Zaharia, Christopher D. Manning
2021 J jnl
Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models.
CoRR
Zhengxuan Wu, Nelson F. Liu, Christopher Potts
2021 J jnl
Inducing Causal Structure for Interpretable Neural Networks.
CoRR
Atticus Geiger, Zhengxuan Wu, Hanson Lu, Josh Rozner, Elisa Kreiss, Thomas Icard, Noah D. Goodman, Christopher Potts
2021 J jnl
Post-mortem memory of public figures in news and social media.
CoRR
Robert West, Jure Leskovec, Christopher Potts
2021 J jnl
Postmortem memory of public figures in news and social media.
Proc. Natl. Acad. Sci. USA
Robert West, Jure Leskovec, Christopher Potts
2021 — conf
ReaSCAN: Compositional Reasoning in Language Grounding.
NeurIPS Datasets and Benchmarks
Zhengxuan Wu, Elisa Kreiss, Desmond C. Ong, Christopher Potts
2021 J jnl
ReaSCAN: Compositional Reasoning in Language Grounding.
CoRR
Zhengxuan Wu, Elisa Kreiss, Desmond C. Ong, Christopher Potts
2021 J jnl
Relevance-guided Supervision for OpenQA with ColBERT.
Trans. Assoc. Comput. Linguistics
Omar Khattab, Christopher Potts, Matei Zaharia
2020 — conf
Data and Representation for Turkish Natural Language Inference.
EMNLP (1)
Emrah Budur, Riza Özçelik, Tunga Gungor, Christopher Potts
2020 J jnl
DynaSent: A Dynamic Benchmark for Sentiment Analysis.
CoRR
Christopher Potts, Zhengxuan Wu, Atticus Geiger, Douwe Kiela
2020 J jnl
Learning Compositional Negation in Populations of Roth-Erev and Neural Agents.
CoRR
Graham Todd, Shane Steinert-Threlkeld, Christopher Potts
2020 B conf
Modeling Subjective Assessments of Guilt in Newspaper Crime Narratives.
CoNLL
Elisa Kreiss, Zijian Wang, Christopher Potts
2020 J jnl
Modeling subjective assessments of guilt in newspaper crime narratives.
CoRR
Elisa Kreiss, Zijian Wang, Christopher Potts
2020 J jnl
Modular Representation Underlies Systematic Generalization in Neural Natural Language Inference Models.
CoRR
Atticus Geiger, Kyle Richardson, Christopher Potts
2020 — conf
Neural Natural Language Inference Models Partially Embed Theories of Lexical Entailment and Negation.
BlackboxNLP@EMNLP
Atticus Geiger, Kyle Richardson, Christopher Potts
2020 — conf
Pragmatic Issue-Sensitive Image Captioning.
EMNLP (Findings)
Allen Nie, Reuben Cohn-Gordon, Christopher Potts
2020 J jnl
Pragmatic Issue-Sensitive Image Captioning.
CoRR
Allen Nie, Reuben Cohn-Gordon, Christopher Potts
2020 B conf
Relational reasoning and generalization using non-symbolic neural networks.
CogSci
Atticus Geiger, Alexandra Carstensen, Michael C. Frank, Christopher Potts
2020 J jnl
Relational reasoning and generalization using non-symbolic neural networks.
CoRR
Atticus Geiger, Alexandra Carstensen, Michael C. Frank, Christopher Potts
2020 J jnl
Relevance-guided Supervision for OpenQA with ColBERT.
CoRR
Omar Khattab, Christopher Potts, Matei Zaharia
2020 J jnl
Use of Machine Translation to Obtain Labeled Datasets for Resource-Constrained Languages.
CoRR
Emrah Budur, Riza Özçelik, Tunga Güngör, Christopher Potts
2019 J jnl
Communication-based Evaluation for Natural Language Generation.
CoRR
Benjamin Newman, Reuben Cohn-Gordon, Christopher Potts
2019 J jnl
Modeling Drug-Disease Relations with Linguistic and Knowledge Graph Constraints.
CoRR
Bruno Godefroy, Christopher Potts
2019 — conf
Posing Fair Generalization Tasks for Natural Language Inference.
EMNLP/IJCNLP (1)
Atticus Geiger, Ignacio Cases, Lauri Karttunen, Christopher Potts
2019 J jnl
Posing Fair Generalization Tasks for Natural Language Inference.
CoRR
Atticus Geiger, Ignacio Cases, Lauri Karttunen, Christopher Potts
2019 — conf
Recursive Routing Networks: Learning to Compose Modules for Language Understanding.
NAACL-HLT (1)
Ignacio Cases, Clemens Rosenbaum, Matthew Riemer, Atticus Geiger, Tim Klinger, Alex Tamkin, Olivia Li, Sandhini Agarwal, Joshua D. Greene, Dan Jurafsky, Christopher Potts, Lauri Karttunen
2019 — conf
TalkDown: A Corpus for Condescension Detection in Context.
EMNLP/IJCNLP (1)
Zijian Wang, Christopher Potts
2019 J jnl
TalkDown: A Corpus for Condescension Detection in Context.
CoRR
Zijian Wang, Christopher Potts
2018 J jnl
A case for deep learning in semantics.
CoRR
Christopher Potts
2018 J jnl
An Incremental Iterated Response Model of Pragmatics.
CoRR
Reuben Cohn-Gordon, Noah D. Goodman, Christopher Potts
2018 J jnl
Effective Feature Representation for Clinical Text Concept Extraction.
CoRR
Yifeng Tao, Bruno Godefroy, Guillaume Genthial, Christopher Potts
2018 J jnl
Enculturation Trajectories: Language, Cultural Adaptation, and Individual Outcomes in Organizations.
Manag. Sci.
Sameer B. Srivastava, Amir Goldberg, V. Govind Manian, Christopher Potts
2018 — conf
Generating Bilingual Pragmatic Color References.
NAACL-HLT
Will Monroe, Jennifer Hu, Andrew Jong, Christopher Potts
2018 J jnl
Generating Bilingual Pragmatic Color References.
CoRR
Will Monroe, Jennifer Hu, Andrew Jong, Christopher Potts
2018 J jnl
Mittens: An Extension of GloVe for Learning Domain-Specialized Representations.
CoRR
Nicholas Dingwall, Christopher Potts
2018 — conf
Mittens: an Extension of GloVe for Learning Domain-Specialized Representations.
NAACL-HLT (2)
Nicholas Dingwall, Christopher Potts
2018 — conf
Pragmatically Informative Image Captioning with Character-Level Inference.
NAACL-HLT (2)
Reuben Cohn-Gordon, Noah D. Goodman, Christopher Potts
2018 J jnl
Pragmatically Informative Image Captioning with Character-Level Reference.
CoRR
Reuben Cohn-Gordon, Noah D. Goodman, Christopher Potts
2018 A* conf
Representing Social Media Users for Sarcasm Detection.
EMNLP
Y. Alex Kolchinski, Christopher Potts
2018 J jnl
Representing Social Media Users for Sarcasm Detection.
CoRR
Y. Alex Kolchinski, Christopher Potts
2018 B conf
Retrofitting Distributional Embeddings to Knowledge Graphs with Functional Relations.
COLING
Benjamin J. Lengerich, Andrew L. Maas, Christopher Potts
2018 J jnl
Stress-Testing Neural Models of Natural Language Inference with Multiply-Quantified Sentences.
CoRR
Atticus Geiger, Ignacio Cases, Lauri Karttunen, Christopher Potts
2017 J jnl
Colors in Context: A Pragmatic Neural Model for Grounded Language Understanding.
CoRR
Will Monroe, Robert X. D. Hawkins, Noah D. Goodman, Christopher Potts
2017 J jnl
Colors in Context: A Pragmatic Neural Model for Grounded Language Understanding.
Trans. Assoc. Comput. Linguistics
Will Monroe, Robert X. D. Hawkins, Noah D. Goodman, Christopher Potts
2017 J jnl
On the Effective Use of Pretraining for Natural Language Inference.
CoRR
Ignacio Cases, Minh-Thang Luong, Christopher Potts
2017 J jnl
Retrofitting Distributional Embeddings to Knowledge Graphs with Functional Relations.
CoRR
Benjamin J. Lengerich, Andrew L. Maas, Christopher Potts
2016 — conf
A Fast Unified Model for Parsing and Sentence Understanding.
ACL (1)
Samuel R. Bowman, Jon Gauthier, Abhinav Rastogi, Raghav Gupta, Christopher D. Manning, Christopher Potts
2016 J jnl
A Fast Unified Model for Parsing and Sentence Understanding.
CoRR
Samuel R. Bowman, Jon Gauthier, Abhinav Rastogi, Raghav Gupta, Christopher D. Manning, Christopher Potts
2016 J jnl
Embedded Implicatures as Pragmatic Inferences under Compositional Lexical Uncertainty.
J. Semant.
Christopher Potts, Daniel Lassiter, Roger Levy, Michael C. Frank
2016 A* conf
Learning to Generate Compositional Color Descriptions.
EMNLP
Will Monroe, Noah D. Goodman, Christopher Potts
2016 J jnl
Learning to Generate Compositional Color Descriptions.
CoRR
Will Monroe, Noah D. Goodman, Christopher Potts
2015 A* conf
A large annotated corpus for learning natural language inference.
EMNLP
Samuel R. Bowman, Gabor Angeli, Christopher Potts, Christopher D. Manning
2015 J jnl
A large annotated corpus for learning natural language inference.
CoRR
Samuel R. Bowman, Gabor Angeli, Christopher Potts, Christopher D. Manning
2015 — conf
Learning Distributed Word Representations for Natural Logic Reasoning.
AAAI Spring Symposia
Samuel R. Bowman, Christopher Potts, Christopher D. Manning
2015 J jnl
Learning in the Rational Speech Acts Model.
CoRR
Will Monroe, Christopher Potts
2015 J jnl
Modeling the Lifespan of Discourse Entities with Application to Coreference Resolution.
J. Artif. Intell. Res.
Marie-Catherine de Marneffe, Marta Recasens, Christopher Potts
2015 — conf
Recursive Neural Networks Can Learn Logical Semantics.
CVSC
Samuel R. Bowman, Christopher Potts, Christopher D. Manning
2015 — conf
Text to 3D Scene Generation with Rich Lexical Grounding.
ACL (1)
Angel X. Chang, Will Monroe, Manolis Savva, Christopher Potts, Christopher D. Manning
2015 J jnl
Text to 3D Scene Generation with Rich Lexical Grounding.
CoRR
Angel X. Chang, Will Monroe, Manolis Savva, Christopher Potts, Christopher D. Manning
2015 — conf
Tree-Structured Composition in Neural Networks without Tree-Structured Architectures.
CoCo@NIPS
Samuel R. Bowman, Christopher D. Manning, Christopher Potts
2015 J jnl
Tree-structured composition in neural networks without tree-structured architectures.
CoRR
Samuel R. Bowman, Christopher D. Manning, Christopher Potts
2014 J jnl
Exploiting Social Network Structure for Person-to-Person Sentiment Analysis.
CoRR
Robert West, Hristo S. Paskov, Jure Leskovec, Christopher Potts
2014 J jnl
Exploiting Social Network Structure for Person-to-Person Sentiment Analysis.
Trans. Assoc. Comput. Linguistics
Robert West, Hristo S. Paskov, Jure Leskovec, Christopher Potts
2014 J jnl
Learning Distributed Word Representations for Natural Logic Reasoning.
CoRR
Samuel R. Bowman, Christopher Potts, Christopher D. Manning
2014 B conf
Learning to Reason Pragmatically with Cognitive Limitations.
CogSci
Adam Vogel, Andrés Goméz Emilsson, Michael C. Frank, Dan Jurafsky, Christopher Potts
2014 J jnl
Recursive Neural Networks for Learning Logical Semantics.
CoRR
Samuel R. Bowman, Christopher Potts, Christopher D. Manning
2014 A* conf
Sentiment expression conditioned by affective transitions and social forces.
KDD
Moritz Sudhof, Andrés Goméz Emilsson, Andrew L. Maas, Christopher Potts
2013 J jnl
A Computational Approach to Politeness with Application to Social Factors.
CoRR
Cristian Danescu-Niculescu-Mizil, Moritz Sudhof, Dan Jurafsky, Jure Leskovec, Christopher Potts
2013 — conf
A computational approach to politeness with application to social factors.
ACL (1)
Cristian Danescu-Niculescu-Mizil, Moritz Sudhof, Dan Jurafsky, Jure Leskovec, Christopher Potts
2013 — conf
Emergence of Gricean Maxims from Multi-Agent Decision Theory.
HLT-NAACL
Adam Vogel, Max Bodoia, Christopher Potts, Daniel Jurafsky
2013 — conf
Implicatures and Nested Beliefs in Approximate Decentralized-POMDPs.
ACL (2)
Adam Vogel, Christopher Potts, Dan Jurafsky
2013 A* conf
No country for old members: user lifecycle and linguistic change in online communities.
WWW
Cristian Danescu-Niculescu-Mizil, Robert West, Dan Jurafsky, Jure Leskovec, Christopher Potts
2013 A* conf
Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank.
EMNLP
Richard Socher, Alex Perelygin, Jean Wu, Jason Chuang, Christopher D. Manning, Andrew Y. Ng, Christopher Potts
2013 — conf
The Life and Death of Discourse Entities: Identifying Singleton Mentions.
HLT-NAACL
Marta Recasens, Marie-Catherine de Marneffe, Christopher Potts
2012 J jnl
Did It Happen? The Pragmatic Complexity of Veridicality Assessment.
Comput. Linguistics
Marie-Catherine de Marneffe, Christopher D. Manning, Christopher Potts
2012 A conf
Trust Propagation with Mixed-Effects Models.
ICWSM
Jan Overgoor, Ellery Wulczyn, Christopher Potts
2011 — conf
Corpus Evidence for Preference-Driven Interpretation.
Amsterdam Colloquium on Logic, Language and Meaning
Alex Djalali, Sven Lauer, Christopher Potts
2011 A* conf
Learning Word Vectors for Sentiment Analysis.
ACL
Andrew L. Maas, Raymond E. Daly, Peter T. Pham, Dan Huang, Andrew Y. Ng, Christopher Potts
2011 — conf
Modeling Expert Effects and Common Ground Using Questions Under Discussion.
AAAI Fall Symposium: Building Representations of Common Ground with Intelligent Agents
Alex Djalali, David Clausen, Sven Lauer, Karl Schultz, Christopher Potts
2011 A conf
Sentiment Flow Through Hyperlink Networks.
ICWSM
Mahalia Miller, Conal Sathi, Daniel Wiesenthal, Jure Leskovec, Christopher Potts
2011 — conf
Veridicality and Utterance Understanding.
ICSC
Marie-Catherine de Marneffe, Christopher D. Manning, Christopher Potts
2010 A* conf
"Was It Good? It Was Provocative." Learning the Meaning of Scalar Adjectives.
ACL
Marie-Catherine de Marneffe, Christopher D. Manning, Christopher Potts
2010 — conf
Crowdsourcing and language studies: the new generation of linguistic data.
Mturk@HLT-NAACL
Robert Munro, Steven Bethard, Victor Kuperman, Vicky Tzuyin Lai, Robin Melnick, Christopher Potts, Tyler Schnoebelen, Harry J. Tily
2009 — conf
Affective Demonstratives and the Division of Pragmatic Labor.
Amsterdam Colloquium on Logic, Language and Meaning
Christopher Davis, Christopher Potts
2009 — conf
Not a Simple Yes or No: Uncertainty in Indirect Answers.
SIGDIAL Conference
Marie-Catherine de Marneffe, Scott Grimm, Christopher Potts
2006 — conf
Conversational Implicatures Via General Pragmatic Pressures.
JSAI
Christopher Potts