Clark, Peter

36 publications

ICLR 2026 AstaBench: Rigorous Benchmarking of AI Agents with a Scientific Research Suite Jonathan Bragg, Mike D'Arcy, Nishant Balepur, Dan Bareket, Bhavana Dalvi Mishra, Sergey Feldman, Dany Haddad, Jena D. Hwang, Peter Jansen, Varsha Kishore, Bodhisattwa Prasad Majumder, Aakanksha Naik, Sigal Rahamimov, Kyle Richardson, Amanpreet Singh, Harshit Surana, Aryeh Tiktinsky, Rosni Vasu, Guy Wiener, Chloe Anastasiades, Stefanus Candra, Jason Dunkelberger, Daniel Emery, Rob Evans, Malachi Hamada, Regan Huff, Rodney Kinney, Matt Latzke, Jaron Lochner, Ruben Lozano-Aguilera, Ngoc-Uyen Nguyen, Smita Rao, Amber Tanaka, Brooke Vlahos, Peter Clark, Doug Downey, Yoav Goldberg, Ashish Sabharwal, Daniel S Weld

ICLR 2026 SimpleToM: Exposing the Gap Between Explicit ToM Inference and Implicit ToM Application in LLMs Yuling Gu, Oyvind Tafjord, Hyunwoo Kim, Jared Moore, Ronan Le Bras, Peter Clark, Yejin Choi

NeurIPS 2025 AutoDiscovery: Open-Ended Scientific Discovery via Bayesian Surprise Dhruv Agarwal, Bodhisattwa Prasad Majumder, Reece Adamson, Megha Chakravorty, Satvika Reddy Gavireddy, Aditya Parashar, Harshit Surana, Bhavana Dalvi Mishra, Andrew McCallum, Ashish Sabharwal, Peter Clark

ICLR 2025 DiscoveryBench: Towards Data-Driven Discovery with Large Language Models Bodhisattwa Prasad Majumder, Harshit Surana, Dhruv Agarwal, Bhavana Dalvi Mishra, Abhijeetsingh Meena, Aryan Prakhar, Tirth Vora, Tushar Khot, Ashish Sabharwal, Peter Clark

ICLR 2025 From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question-Answering Nathaniel Weir, Bhavana Dalvi Mishra, Orion Weller, Oyvind Tafjord, Sam Hornstein, Alexander Sabol, Peter Jansen, Benjamin Van Durme, Peter Clark

NeurIPS 2025 Language Modeling by Language Models Junyan Cheng, Peter Clark, Kyle Richardson

ICML 2025 ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning Bill Yuchen Lin, Ronan Le Bras, Kyle Richardson, Ashish Sabharwal, Radha Poovendran, Peter Clark, Yejin Choi

ICLR 2024 Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs Shashank Gupta, Vaishnavi Shrivastava, Ameet Deshpande, Ashwin Kalyan, Peter Clark, Ashish Sabharwal, Tushar Khot

NeurIPS 2024 DiscoveryWorld: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents Peter Jansen, Marc-Alexandre Côté, Tushar Khot, Erin Bransom, Bhavana Dalvi Mishra, Bodhisattwa Prasad Majumder, Oyvind Tafjord, Peter Clark

NeurIPS 2024 Learning to Reason via Program Generation, Emulation, and Search Nathaniel Weir, Muhammad Khalifa, Linlu Qiu, Orion Weller, Peter Clark

IJCAI 2024 NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning Nathaniel Weir, Peter Clark, Benjamin Van Durme

ICML 2024 Position: Data-Driven Discovery with Large Generative Models Bodhisattwa Prasad Majumder, Harshit Surana, Dhruv Agarwal, Sanchaita Hazra, Ashish Sabharwal, Peter Clark

ICML 2024 Skill Set Optimization: Reinforcing Language Model Behavior via Transferable Skills Kolby Nottingham, Bodhisattwa Prasad Majumder, Bhavana Dalvi Mishra, Sameer Singh, Peter Clark, Roy Fox

NeurIPSW 2023 CLIN: A Continually Learning Language Agent for Rapid Task Adaptation and Generalization Bodhisattwa Prasad Majumder, Bhavana Dalvi Mishra, Peter Jansen, Oyvind Tafjord, Niket Tandon, Li Zhang, Chris Callison-Burch, Peter Clark

ICLR 2023 Complexity-Based Prompting for Multi-Step Reasoning Yao Fu, Hao Peng, Ashish Sabharwal, Peter Clark, Tushar Khot

ICLR 2023 Decomposed Prompting: A Modular Approach for Solving Complex Tasks Tushar Khot, Harsh Trivedi, Matthew Finlayson, Yao Fu, Kyle Richardson, Peter Clark, Ashish Sabharwal

ICLR 2023 Dynamic Prompt Learning via Policy Gradient for Semi-Structured Mathematical Reasoning Pan Lu, Liang Qiu, Kai-Wei Chang, Ying Nian Wu, Song-Chun Zhu, Tanmay Rajpurohit, Peter Clark, Ashwin Kalyan

NeurIPS 2023 Self-Refine: Iterative Refinement with Self-Feedback Aman Madaan, Niket Tandon, Prakhar Gupta, Skyler Hallinan, Luyu Gao, Sarah Wiegreffe, Uri Alon, Nouha Dziri, Shrimai Prabhumoye, Yiming Yang, Shashank Gupta, Bodhisattwa Prasad Majumder, Katherine Hermann, Sean Welleck, Amir Yazdanbakhsh, Peter Clark

NeurIPS 2022 Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu, Swaroop Mishra, Tanglin Xia, Liang Qiu, Kai-Wei Chang, Song-Chun Zhu, Oyvind Tafjord, Peter Clark, Ashwin Kalyan

NeurIPS 2020 Leap-of-Thought: Teaching Pre-Trained Models to Systematically Reason over Implicit Knowledge Alon Talmor, Oyvind Tafjord, Peter Clark, Yoav Goldberg, Jonathan Berant

AAAI 2020 QASC: A Dataset for Question Answering via Sentence Composition Tushar Khot, Peter Clark, Michal Guerquin, Peter Jansen, Ashish Sabharwal

IJCAI 2020 Transformers as Soft Reasoners over Language Peter Clark, Oyvind Tafjord, Kyle Richardson

AAAI 2019 Declarative Question Answering over Knowledge Bases Containing Natural Language Text with Answer Set Programming Arindam Mitra, Peter Clark, Oyvind Tafjord, Chitta Baral

AAAI 2019 QUAREL: A Dataset and Models for Answering Questions About Qualitative Relationships Oyvind Tafjord, Peter Clark, Matt Gardner, Wen-tau Yih, Ashish Sabharwal

AAAI 2018 SciTaiL: A Textual Entailment Dataset from Science Question Answering Tushar Khot, Ashish Sabharwal, Peter Clark

AAAI 2016 Combining Retrieval, Statistics, and Inference to Answer Elementary Science Questions Peter Clark, Oren Etzioni, Tushar Khot, Ashish Sabharwal, Oyvind Tafjord, Peter D. Turney, Daniel Khashabi

IJCAI 2016 Question Answering via Integer Programming over Semi-Structured Knowledge Daniel Khashabi, Tushar Khot, Ashish Sabharwal, Peter Clark, Oren Etzioni, Dan Roth

AAAI 2015 Elementary School Science and Math Tests as a Driver for AI: Take the Aristo Challenge! Peter Clark

AAAI 2007 AURA: Enabling Subject Matter Experts to Construct Declarative Knowledge Bases from Science Textbooks Ken Barker, Vinay K. Chaudhri, Shaw Yi Chaw, Peter Clark, Daniel Hansch, Bonnie E. John, Sunil Mishra, John Pacheco, Bruce W. Porter, Aaron Spaulding, Moritz Weiten

AAAI 2002 A Web-Based Ontology Browsing and Editing System Jérôme Thoméré, Ken Barker, Vinay K. Chaudhri, Peter Clark, Michael Eriksen, Sunil Mishra, Bruce W. Porter, Andres C. Rodriguez

AAAI 2000 Exploiting a Thesaurus-Based Semantic Net for Knowledge-Based Search Peter Clark, John A. Thompson, Heather Holmback, Lisbeth Duncan

AAAI 1997 Building Concept Representations from Reusable Components Peter Clark, Bruce W. Porter

ECML-PKDD 1993 Learning Domain Theories Using Abstract Beckground Knowledge Peter Clark, Stan Matwin

ICML 1993 Using Qualitative Models to Guide Inductive Learning Peter Clark, Stan Matwin

ICML 1992 Lazy Partial Evaluation: An Integration of Explanation-Based Generalization and Partial Evaluation Peter Clark, Robert C. Holte

MLJ 1989 The CN2 Induction Algorithm Peter Clark, Tim Niblett