Think Twice: Perspective-Taking Improves Large Language Models' Theory-of-Mind Capabilities

16 November 2023

Alex Wilf

Sihyun Shawn Lee

Paul Pu Liang

Louis-Philippe Morency

LRM

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Papers citing "Think Twice: Perspective-Taking Improves Large Language Models' Theory-of-Mind Capabilities"

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POET: Supporting Prompting Creativity and Personalization with Automated Expansion of Text-to-Image Generation Evans Xu Han Alice Qian Zhang Hong Shen Haiyi Zhu Paul Pu Liang Jane Hsieh 26 0 0 18 Apr 2025
Sensitivity Meets Sparsity: The Impact of Extremely Sparse Parameter Patterns on Theory-of-Mind of Large Language Models Yuheng Wu Wentao Guo Zirui Liu Heng Ji Zhaozhuo Xu Denghui Zhang 30 0 0 05 Apr 2025
EgoToM: Benchmarking Theory of Mind Reasoning from Egocentric Videos Yuxuan Li Vijay Veerabadran Michael L. Iuzzolino Brett D. Roads Asli Celikyilmaz Karl Ridgeway EgoV 49 0 0 28 Mar 2025
The Mind in the Machine: A Survey of Incorporating Psychological Theories in LLMs Zizhou Liu Ziwei Gong Lin Ai Zheng Hui Run Chen Colin Wayne Leach Michelle R. Greene Julia Hirschberg LLMAG 47 0 0 28 Mar 2025
Re-evaluating Theory of Mind evaluation in large language models Jennifer Hu Felix Sosa T. Ullman 30 0 0 28 Feb 2025
Persuasion Should be Double-Blind: A Multi-Domain Dialogue Dataset With Faithfulness Based on Causal Theory of Mind Dingyi Zhang Deyu Zhou 56 0 0 28 Feb 2025
Hypothesis-Driven Theory-of-Mind Reasoning for Large Language Models Hyunwoo Kim Melanie Sclar Tan Zhi-Xuan Lance Ying Sydney Levine Yang Liu Joshua B. Tenenbaum Yejin Choi LRM LLMAG 49 0 0 17 Feb 2025
Mind Your Theory: Theory of Mind Goes Deeper Than Reasoning Eitan Wagner Nitay Alon J. Barnby Omri Abend LRM 72 2 0 18 Dec 2024
Multi-ToM: Evaluating Multilingual Theory of Mind Capabilities in Large Language Models Jayanta Sadhu Ayan Antik Khan Noshin Nawal Sanju Basak Abhik Bhattacharjee Rifat Shahriyar 64 0 0 24 Nov 2024
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 24 3 0 17 Oct 2024
Constrained Reasoning Chains for Enhancing Theory-of-Mind in Large Language Models Zizheng Lin Chunkit Chan Yangqiu Song Xin Liu LRM 14 1 0 20 Sep 2024
MuMA-ToM: Multi-modal Multi-Agent Theory of Mind Haojun Shi Suyu Ye Xinyu Fang Chuanyang Jin Leyla Isik Yen-Ling Kuo Tianmin Shu LLMAG 38 7 0 22 Aug 2024
Towards an Analysis of Discourse and Interactional Pragmatic Reasoning Capabilities of Large Language Models A. Robrecht Judith Sieker Clara Lachenmaier Sina Zarieß Stefan Kopp LRM 16 0 0 06 Aug 2024
Perceptions to Beliefs: Exploring Precursory Inferences for Theory of Mind in Large Language Models Chani Jung Dongkwan Kim Jiho Jin Jiseon Kim Yeon Seonwoo Yejin Choi Alice H. Oh Hyunwoo Kim LRM 40 5 0 08 Jul 2024
TimeToM: Temporal Space is the Key to Unlocking the Door of Large Language Models' Theory-of-Mind Guiyang Hou Wenqi Zhang Yongliang Shen Linjuan Wu Weiming Lu LRM AI4CE 25 7 0 01 Jul 2024
Benchmarking Mental State Representations in Language Models Matteo Bortoletto Constantin Ruhdorfer Lei Shi Andreas Bulling AI4MH LRM 28 4 0 25 Jun 2024
Meta Reasoning for Large Language Models Peizhong Gao Ao Xie Shaoguang Mao Wenshan Wu Yan Xia Haipeng Mi Furu Wei ReLM LLMAG LRM 30 6 0 17 Jun 2024
LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models Yadong Zhang Shaoguang Mao Tao Ge Xun Wang Adrian de Wynter Yan Xia Wenshan Wu Ting Song Man Lan Furu Wei LRM 70 48 0 01 Apr 2024
Language Models Represent Beliefs of Self and Others Wentao Zhu Zhining Zhang Yizhou Wang MILM LRM 20 7 0 28 Feb 2024
ToMBench: Benchmarking Theory of Mind in Large Language Models Zhuang Chen Jincenzi Wu Jinfeng Zhou Bosi Wen Guanqun Bi ... Yaru Cao Mengting Hu Yunghwei Lai Zexuan Xiong Minlie Huang 27 2 0 23 Feb 2024
OpenToM: A Comprehensive Benchmark for Evaluating Theory-of-Mind Reasoning Capabilities of Large Language Models Hainiu Xu Runcong Zhao Lixing Zhu Jinhua Du Yulan He 60 4 0 08 Feb 2024
MMToM-QA: Multimodal Theory of Mind Question Answering Chuanyang Jin Yutong Wu Jing Cao Jiannan Xiang Yen-Ling Kuo Zhiting Hu T. Ullman Antonio Torralba Joshua B. Tenenbaum Tianmin Shu 20 32 0 16 Jan 2024
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 197 2,232 0 22 Mar 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,163 0 21 Mar 2022