Christopher Potts

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 131

Top Venues

CoRR

EMNLP

NeurIPS

NAACL-HLT

Publications

Emrah Budur, Riza Özçelik, Dilara Soylu, Omar Khattab, Tunga Güngör, Christopher Potts
Building Efficient and Effective OpenQA Systems for Low-Resource Languages. CoRR (2024)
Julie Kallini, Isabel Papadimitriou, Richard Futrell, Kyle Mahowald, Christopher Potts
Mission: Impossible Language Models. CoRR (2024)
Tristan Thrush, Jared Moore, Miguel Monares, Christopher Potts, Douwe Kiela
I am a Strange Dataset: Metalinguistic Tests for Language Models. CoRR (2024)
Karel D'Oosterlinck, Omar Khattab, François Remy, Thomas Demeester, Chris Develder, Christopher Potts
In-Context Learning for Extreme Multi-Label Classification. CoRR (2024)
Zhengxuan Wu, Atticus Geiger, Jing Huang, Aryaman Arora, Thomas Icard, Christopher Potts, Noah D. Goodman
A Reply to Makelov et al. (2023)'s "Interpretability Illusion" Arguments. CoRR (2024)
Zhengxuan Wu, Atticus Geiger, Thomas Icard, Christopher Potts, Noah D. Goodman
Interpretability at Scale: Identifying Causal Mechanisms in Alpaca. NeurIPS (2023)
Elisa Kreiss, Eric Zelikman, Christopher Potts, Nick Haber
ContextRef: Evaluating Referenceless Metrics For Image Description Generation. CoRR (2023)
Erika Petersen, Christopher Potts
Lexical Semantics with Large Language Models: A Case Study of English "break". EACL (Findings) (2023)
Zhengxuan Wu, Atticus Geiger, Christopher Potts, Noah D. Goodman
Interpretability at Scale: Identifying Causal Mechanisms in Alpaca. CoRR (2023)
Jing Huang, Atticus Geiger, Karel D'Oosterlinck, Zhengxuan Wu, Christopher Potts
Rigorously Assessing Natural Language Explanations of Neurons. CoRR (2023)
Nandita Naik, Christopher Potts, Elisa Kreiss
Context-VQA: Towards Context-Aware and Purposeful Visual Question Answering. CoRR (2023)
Atticus Geiger, Zhengxuan Wu, Christopher Potts, Thomas Icard, Noah D. Goodman
Finding Alignments Between Interpretable Causal Variables and Distributed Neural Representations. CoRR (2023)
Elisa Kreiss, Krishna Srinivasan, Tiziano Piccardi, Jesus Adolfo Hermosillo, Cynthia L. Bennett, Michael S. Bernstein, Meredith Ringel Morris, Christopher Potts
Characterizing Image Accessibility on Wikipedia across Languages. CoRR (2023)
Karel D'Oosterlinck, Thomas Demeester, Chris Develder, Christopher Potts
Flexible Model Interpretability through Natural Language Model Editing. CoRR (2023)
Jingfen Zhang, Xuan Guo, Sravan Bodapati, Christopher Potts
Multi-teacher Distillation for Multilingual Spelling Correction. EMNLP (Industry Track) (2023)
Nandita Naik, Christopher Potts, Elisa Kreiss
Context-VQA: Towards Context-Aware and Purposeful Visual Question Answering. ICCV (Workshops) (2023)
Dante Everaert, Christopher Potts
GIO: Gradient Information Optimization for Training Dataset Selection. CoRR (2023)
Jingfen Zhang, Xuan Guo, Sravan Bodapati, Christopher Potts
Multi-teacher Distillation for Multilingual Spelling Correction. CoRR (2023)
Karel D'Oosterlinck, François Remy, Johannes Deleu, Thomas Demeester, Chris Develder, Klim Zaporojets, Aneiss Ghodsi, Simon Ellershaw, Jack Collins, Christopher Potts
BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance. CoRR (2023)
Keshav Santhanam, Jon Saad-Falcon, Martin Franz, Omar Khattab, Avi Sil, Radu Florian, Md. Arafat Sultan, Salim Roukos, Matei Zaharia, Christopher Potts
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking. ACL (Findings) (2023)
Jon Saad-Falcon, Omar Khattab, Christopher Potts, Matei Zaharia
ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems. CoRR (2023)
Zexuan Zhong, Zhengxuan Wu, Christopher D. Manning, Christopher Potts, Danqi Chen
MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions. EMNLP (2023)
Karel D'Oosterlinck, Semere Kiros Bitew, Brandon Papineau, Christopher Potts, Thomas Demeester, Chris Develder
CAW-coref: Conjunction-Aware Word-level Coreference Resolution. CoRR (2023)
Zhengxuan Wu, Karel D'Oosterlinck, Atticus Geiger, Amir Zur, Christopher Potts
Causal Proxy Models for Concept-based Model Explanations. ICML (2023)
Jon Saad-Falcon, Omar Khattab, Keshav Santhanam, Radu Florian, Martin Franz, Salim Roukos, Avirup Sil, Md. Arafat Sultan, Christopher Potts
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers. EMNLP (2023)
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
DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines. CoRR (2023)
Jon Saad-Falcon, Omar Khattab, Keshav Santhanam, Radu Florian, Martin Franz, Salim Roukos, Avirup Sil, Md. Arafat Sultan, Christopher Potts
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers. CoRR (2023)
Jing Huang, Zhengxuan Wu, Kyle Mahowald, Christopher Potts
Inducing Character-level Structure in Subword-based Language Models with Type-level Interchange Intervention Training. ACL (Findings) (2023)
Karel D'Oosterlinck, François Remy, Johannes Deleu, Thomas Demeester, Chris Develder, Klim Zaporojets, Aneiss Ghodsi, Simon Ellershaw, Jack Collins, Christopher Potts
BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance. EMNLP (Findings) (2023)
Arnav Singhvi, Manish Shetty, Shangyin Tan, Christopher Potts, Koushik Sen, Matei Zaharia, Omar Khattab
DSPy Assertions: Computational Constraints for Self-Refining Language Model Pipelines. CoRR (2023)
Zexuan Zhong, Zhengxuan Wu, Christopher D. Manning, Christopher Potts, Danqi Chen
MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions. CoRR (2023)
Daniel N. Sosa, Malavika Suresh, Christopher Potts, Russ B. Altman
Detecting Contradictory COVID-19 Drug Efficacy Claims from Biomedical Literature. ACL (2) (2023)
Atticus Geiger, Christopher Potts, Thomas Icard
Causal Abstraction for Faithful Model Interpretation. CoRR (2023)
Jingyuan Selena She, Christopher Potts, Samuel R. Bowman, Atticus Geiger
ScoNe: Benchmarking Negation Reasoning in Language Models With Fine-Tuning and In-Context Learning. ACL (2) (2023)
Jingyuan Selena She, Christopher Potts, Samuel R. Bowman, Atticus Geiger
ScoNe: Benchmarking Negation Reasoning in Language Models With Fine-Tuning and In-Context Learning. CoRR (2023)
Zhengxuan Wu, Christopher D. Manning, Christopher Potts
ReCOGS: How Incidental Details of a Logical Form Overshadow an Evaluation of Semantic Interpretation. CoRR (2023)
Fei Fang, Kunal Sinha, Noah D. Goodman, Christopher Potts, Elisa Kreiss
Color Overmodification Emerges from Data-Driven Learning and Pragmatic Reasoning. CoRR (2022)
Siyan Li, Riley Carlson, Christopher Potts
Systematicity in GPT-3's Interpretation of Novel English Noun Compounds. EMNLP (Findings) (2022)
Elisa Kreiss, Cynthia L. Bennett, Shayan Hooshmand, Eric Zelikman, Meredith Ringel Morris, Christopher Potts
Context Matters for Image Descriptions for Accessibility: Challenges for Referenceless Evaluation Metrics. EMNLP (2022)
Elisa Kreiss, Cynthia L. Bennett, Shayan Hooshmand, Eric Zelikman, Meredith Ringel Morris, Christopher Potts
Context Matters for Image Descriptions for Accessibility: Challenges for Referenceless Evaluation Metrics. CoRR (2022)
Zhengxuan Wu, Atticus Geiger, Joshua Rozner, Elisa Kreiss, Hanson Lu, Thomas Icard, Christopher Potts, Noah D. Goodman
Causal Distillation for Language Models. NAACL-HLT (2022)
Keshav Santhanam, Omar Khattab, Christopher Potts, Matei Zaharia
PLAID: An Efficient Engine for Late Interaction Retrieval. CoRR (2022)
Zhengxuan Wu, Nelson F. Liu, Christopher Potts
Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models. RepL4NLP@ACL (2022)
Jing Huang, Zhengxuan Wu, Kyle Mahowald, Christopher Potts
Inducing Character-level Structure in Subword-based Language Models with Type-level Interchange Intervention Training. CoRR (2022)
Elisa Kreiss, Fei Fang, Noah D. Goodman, Christopher Potts
Concadia: Towards Image-Based Text Generation with a Purpose. EMNLP (2022)
Zhengxuan Wu, Karel D'Oosterlinck, Atticus Geiger, Amir Zur, Christopher Potts
Causal Proxy Models for Concept-Based Model Explanations. CoRR (2022)
Daniel N. Sosa, Malavika Suresh, Christopher Potts, Russ B. Altman
Detecting Contradictory COVID-19 Drug Efficacy Claims from Biomedical Literature. CoRR (2022)
Ashwin Paranjape, Omar Khattab, Christopher Potts, Matei Zaharia, Christopher D. Manning
Hindsight: Posterior-guided training of retrievers for improved open-ended generation. ICLR (2022)
Atticus Geiger, Zhengxuan Wu, Hanson Lu, Josh Rozner, Elisa Kreiss, Thomas Icard, Noah D. Goodman, Christopher Potts
Inducing Causal Structure for Interpretable Neural Networks. ICML (2022)
Keshav Santhanam, Omar Khattab, Jon Saad-Falcon, Christopher Potts, Matei Zaharia
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction. NAACL-HLT (2022)
Keshav Santhanam, Jon Saad-Falcon, Martin Franz, Omar Khattab, Avirup Sil, Radu Florian, Md. Arafat Sultan, Salim Roukos, Matei Zaharia, Christopher Potts
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking. CoRR (2022)
Eldar David Abraham, Karel D'Oosterlinck, Amir Feder, Yair Ori Gat, Atticus Geiger, Christopher Potts, Roi Reichart, Zhengxuan Wu
CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior. NeurIPS (2022)
Eldar David Abraham, Karel D'Oosterlinck, Amir Feder, Yair Ori Gat, Atticus Geiger, Christopher Potts, Roi Reichart, Zhengxuan Wu
CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior. CoRR (2022)
Siyan Li, Riley Carlson, Christopher Potts
Systematicity in GPT-3's Interpretation of Novel English Noun Compounds. CoRR (2022)
Omar Khattab, Keshav Santhanam, Xiang Lisa Li, David Hall, Percy Liang, Christopher Potts, Matei Zaharia
Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP. CoRR (2022)
Keshav Santhanam, Omar Khattab, Christopher Potts, Matei Zaharia
PLAID: An Efficient Engine for Late Interaction Retrieval. CIKM (2022)
Omar Khattab, Christopher Potts, Matei A. Zaharia
Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval. NeurIPS (2021)
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
Dynabench: Rethinking Benchmarking in NLP. NAACL-HLT (2021)
Zhiyi Ma, Kawin Ethayarajh, Tristan Thrush, Somya Jain, Ledell Wu, Robin Jia, Christopher Potts, Adina Williams, Douwe Kiela
Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking. NeurIPS (2021)
Zhengxuan Wu, Atticus Geiger, Josh Rozner, Elisa Kreiss, Hanson Lu, Thomas Icard, Christopher Potts, Noah D. Goodman
Causal Distillation for Language Models. CoRR (2021)
Robert West, Jure Leskovec, Christopher Potts
Postmortem memory of public figures in news and social media. Proc. Natl. Acad. Sci. USA 118 (38) (2021)
Josh Rozner, Christopher Potts, Kyle Mahowald
Decrypting Cryptic Crosswords: Semantically Complex Wordplay Puzzles as a Target for NLP. CoRR (2021)
Zhengxuan Wu, Nelson F. Liu, Christopher Potts
Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models. CoRR (2021)
Ashwin Paranjape, Omar Khattab, Christopher Potts, Matei Zaharia, Christopher D. Manning
Hindsight: Posterior-guided training of retrievers for improved open-ended generation. CoRR (2021)
Omar Khattab, Christopher Potts, Matei Zaharia
Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval. CoRR (2021)
Omar Khattab, Christopher Potts, Matei Zaharia
Relevance-guided Supervision for OpenQA with ColBERT. Trans. Assoc. Comput. Linguistics 9 (2021)
Robert West, Jure Leskovec, Christopher Potts
Post-mortem memory of public figures in news and social media. CoRR (2021)
Atticus Geiger, Hanson Lu, Thomas Icard, Christopher Potts
Causal Abstractions of Neural Networks. NeurIPS (2021)
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
Dynabench: Rethinking Benchmarking in NLP. CoRR (2021)
Elisa Kreiss, Noah D. Goodman, Christopher Potts
Concadia: Tackling image accessibility with context. CoRR (2021)
Zhiyi Ma, Kawin Ethayarajh, Tristan Thrush, Somya Jain, Ledell Wu, Robin Jia, Christopher Potts, Adina Williams, Douwe Kiela
Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking. CoRR (2021)
Josh Rozner, Christopher Potts, Kyle Mahowald
Decrypting Cryptic Crosswords: Semantically Complex Wordplay Puzzles as a Target for NLP. NeurIPS (2021)
Atticus Geiger, Hanson Lu, Thomas Icard, Christopher Potts
Causal Abstractions of Neural Networks. CoRR (2021)
Christopher Potts, Zhengxuan Wu, Atticus Geiger, Douwe Kiela
DynaSent: A Dynamic Benchmark for Sentiment Analysis. ACL/IJCNLP (1) (2021)
Atticus Geiger, Zhengxuan Wu, Hanson Lu, Josh Rozner, Elisa Kreiss, Thomas Icard, Noah D. Goodman, Christopher Potts
Inducing Causal Structure for Interpretable Neural Networks. CoRR (2021)
Zhengxuan Wu, Elisa Kreiss, Desmond C. Ong, Christopher Potts
ReaSCAN: Compositional Reasoning in Language Grounding. NeurIPS Datasets and Benchmarks (2021)
Zhengxuan Wu, Elisa Kreiss, Desmond C. Ong, Christopher Potts
ReaSCAN: Compositional Reasoning in Language Grounding. CoRR (2021)
Keshav Santhanam, Omar Khattab, Jon Saad-Falcon, Christopher Potts, Matei Zaharia
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction. CoRR (2021)
Omar Khattab, Christopher Potts, Matei Zaharia
Relevance-guided Supervision for OpenQA with ColBERT. CoRR (2020)
Allen Nie, Reuben Cohn-Gordon, Christopher Potts
Pragmatic Issue-Sensitive Image Captioning. CoRR (2020)
Emrah Budur, Riza Özçelik, Tunga Gungor, Christopher Potts
Data and Representation for Turkish Natural Language Inference. EMNLP (1) (2020)
Graham Todd, Shane Steinert-Threlkeld, Christopher Potts
Learning Compositional Negation in Populations of Roth-Erev and Neural Agents. CoRR (2020)
Allen Nie, Reuben Cohn-Gordon, Christopher Potts
Pragmatic Issue-Sensitive Image Captioning. EMNLP (Findings) (2020)
Christopher Potts, Zhengxuan Wu, Atticus Geiger, Douwe Kiela
DynaSent: A Dynamic Benchmark for Sentiment Analysis. CoRR (2020)
Atticus Geiger, Kyle Richardson, Christopher Potts
Modular Representation Underlies Systematic Generalization in Neural Natural Language Inference Models. CoRR (2020)
Atticus Geiger, Kyle Richardson, Christopher Potts
Neural Natural Language Inference Models Partially Embed Theories of Lexical Entailment and Negation. BlackboxNLP@EMNLP (2020)
Atticus Geiger, Alexandra Carstensen, Michael C. Frank, Christopher Potts
Relational reasoning and generalization using non-symbolic neural networks. CoRR (2020)
Elisa Kreiss, Zijian Wang, Christopher Potts
Modeling Subjective Assessments of Guilt in Newspaper Crime Narratives. CoNLL (2020)
Emrah Budur, Riza Özçelik, Tunga Güngör, Christopher Potts
Use of Machine Translation to Obtain Labeled Datasets for Resource-Constrained Languages. CoRR (2020)
Elisa Kreiss, Zijian Wang, Christopher Potts
Modeling subjective assessments of guilt in newspaper crime narratives. CoRR (2020)
Atticus Geiger, Alexandra Carstensen, Michael C. Frank, Christopher Potts
Relational reasoning and generalization using non-symbolic neural networks. CogSci (2020)
Zijian Wang, Christopher Potts
TalkDown: A Corpus for Condescension Detection in Context. EMNLP/IJCNLP (1) (2019)
Atticus Geiger, Ignacio Cases, Lauri Karttunen, Christopher Potts
Posing Fair Generalization Tasks for Natural Language Inference. CoRR (2019)
Zijian Wang, Christopher Potts
TalkDown: A Corpus for Condescension Detection in Context. CoRR (2019)
Bruno Godefroy, Christopher Potts
Modeling Drug-Disease Relations with Linguistic and Knowledge Graph Constraints. CoRR (2019)
Atticus Geiger, Ignacio Cases, Lauri Karttunen, Christopher Potts
Posing Fair Generalization Tasks for Natural Language Inference. EMNLP/IJCNLP (1) (2019)
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
Recursive Routing Networks: Learning to Compose Modules for Language Understanding. NAACL-HLT (1) (2019)
Benjamin Newman, Reuben Cohn-Gordon, Christopher Potts
Communication-based Evaluation for Natural Language Generation. CoRR (2019)
Y. Alex Kolchinski, Christopher Potts
Representing Social Media Users for Sarcasm Detection. CoRR (2018)
Reuben Cohn-Gordon, Noah D. Goodman, Christopher Potts
Pragmatically Informative Image Captioning with Character-Level Reference. CoRR (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Christopher Potts