Peter West

University of Chicago — United States

Economics, Econometrics and Finance · Social Sciences

21h-index1.9kcitations98works0.02yr avg
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Research Topics

Healthcare Policy and Management(22), Topic Modeling(16), Natural Language Processing Techniques(14), Global Health Care Issues(10), Primary Care and Health Outcomes(7)

Publications98 total

Infusing Theory of Mind into Socially Intelligent LLM Agents
arXiv (Cornell University)·2025Open Access
Generative Models as a Complex Systems Science: How Can We Make Sense of Large Language Model Behavior?
Journal of Social Computing·2025Open Access
A Review of Kristin M. Girten's <em>Sensitive Witnesses: Feminist Materialism in the British Enlightenment</em>
ABO Interactive Journal for Women in the Arts 1640-1830·2024Open Access
Teaching Margaret Cavendish’s Philosophy: Early Modern Women and the Question of Biography
ABO Interactive Journal for Women in the Arts 1640-1830·2024Open Access
The Generative AI Paradox: "What It Can Create, It May Not Understand"
arXiv (Cornell University)·2023· 9 citedOpen Access
Generative Models as a Complex Systems Science: How can we make sense of large language model behavior?
arXiv (Cornell University)·2023· 4 citedOpen Access
Symbolic Brittleness in Sequence Models: On Systematic Generalization in Symbolic Mathematics
Proceedings of the AAAI Conference on Artificial Intelligence·2022· 12 citedOpen Access
Adjusting for Confounders with Text: Challenges and an Empirical Evaluation Framework for Causal Inference
Proceedings of the International AAAI Conference on Web and Social Media·2022· 17 citedOpen Access
Generated Knowledge Prompting for Commonsense Reasoning
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)·2022· 164 citedOpen Access
NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies·2022· 45 citedOpen Access
Symbolic Knowledge Distillation: from General Language Models to Commonsense Models
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies·2022· 146 citedOpen Access
Reflective Decoding: Unsupervised Paraphrasing and Abductive Reasoning
arXiv (Cornell University)·2021· 2 citedOpen Access
Surface Form Competition: Why the Highest Probability Answer Isn’t Always Right
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing·2021· 10 citedOpen Access
NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic Constraints
2021· 54 citedOpen Access
Reflective Decoding: Beyond Unidirectional Generation with Off-the-Shelf Language Models
2021· 1 citedOpen Access
NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic Constraints
arXiv (Cornell University)·2020· 11 citedOpen Access
Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning
arXiv (Cornell University)·2020· 17 citedOpen Access
The burden of proof and the pell case
Quadrant·2020
Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning
2020· 25 citedOpen Access
Unsupervised Commonsense Question Answering with Self-Talk
2020· 25 citedOpen Access
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Frequent Co-authors

Yejin Choi(12), Ronan Le Bras(8), Ximing Lu(6), Chandra Bhagavatula(6), Sean Welleck(4), Jena D. Hwang(4), John Cullis(4), Liwei Jiang(3), Max Van Kleek(3), Richard Giordano(3), Nigel Shadbolt(3), Rowan Zellers(3), Vari Drennan(3), Mary Saunders(3), Lianhui Qin(3), Vered Shwartz(3), Ari Holtzman(3), Mark Weal(2), Melania Calestani(2), Fiona Ross(2)