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Theory of Mind (ToM)-the cognitive ability to reason about mental states of ourselves and others, is the foundation of social interaction.
Does the chimpanzee have a theory of mind?
David Premack and Guy Woodruff. 1978 · 1978
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Development and neurophysiology of mentalizing
Uta Frith and Christopher D Frith. 2003 · 2003
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Evaluating theory of mind in question answering
Aida Nematzadeh, Kaylee Burns, Erin Grant, Alison Gopnik, and Thomas L Griffiths. 2018 · 2018
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Machine theory of mind
Neil Rabinowitz, Frank Perbet, Francis Song, Chiyuan Zhang, SM Ali Eslami, and Matthew Botvinick. 2018 · 2018
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Revisiting the evaluation of theory of mind through question answering
Matthew Le, Y-Lan Boureau, and Maximilian Nickel. 2019 · 2019
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What do theory-of-mind tasks actually measure? theory and practice
François Quesque and Yves Rossetti. 2020 · 2020
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Textual time travel: A temporally informed approach to theory of mind
Akshatha Arodi and Jackie Chi Kit Cheung. 2021 · 2021
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Baby intuitions benchmark (bib): Discerning the goals, preferences, and actions of others
Kanishk Gandhi, Gala Stojnic, Brenden M Lake, and Moira R Dillon. 2021 · 2021
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Agent: A benchmark for core psychological reasoning
Tianmin Shu, Abhishek Bhandwaldar, Chuang Gan, Kevin Smith, Shari Liu, Dan Gutfreund, Elizabeth Spelke, Joshua Tenenbaum, and Tomer Ullman. 2021 · 2021
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Neural theory-of-mind? on the limits of social intelligence in large lms
Maarten Sap, Ronan LeBras, Daniel Fried, and Yejin Choi. 2022 · 2022
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Symmetric machine theory of mind
Melanie Sclar, Graham Neubig, and Yonatan Bisk. 2022 · 2022
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Chain-of-thought prompting elicits reasoning in large language models
Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Fei Xia, Ed Chi, Quoc V Le, Denny Zhou, et al. 2022 · 2022
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A world-self model towards understanding intelligence
Yutao Yue. 2022 · 2022
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Least-to-most prompting enables complex reasoning in large language models
Denny Zhou, Nathanael Schärli, Le Hou, Jason Wei, Nathan Scales, Xuezhi Wang, Dale Schuurmans, Claire Cui, Olivier Bousquet, Quoc Le, et al. 2022 · 2022
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Josh Achiam, Steven Adler, Sandhini Agarwal, Lama Ahmad, Ilge Akkaya, Florencia Leoni Aleman, Diogo Almeida, Janko Altenschmidt, Sam Altman, Shyamal Anadkat, et al. 2023 · 2023
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Understanding social reasoning in language models with language models
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, et al. 2023 · 2023
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Ai’s challenge of understanding the world
Melanie Mitchell. 2023 · 2023
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Maf: Multi-aspect feedback for improving reasoning in large language models
Deepak Nathani, David Wang, Liangming Pan, and William Yang Wang. 2023 · 2023
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Minding language models’(lack of) theory of mind: A plug-and-play multi-character belief tracker
Melanie Sclar, Sachin Kumar, Peter West, Alane Suhr, Yejin Choi, and Yulia Tsvetkov. 2023 · 2023
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Clever hans or neural theory of mind? stress testing social reasoning in large language models
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Kanishk Gandhi, Jan-Philipp Fränken, Tobias Gerstenberg, and Noah D Goodman. 2023 · 2023
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Reasoning with language model is planning with world model
Shibo Hao, Yi Gu, Haodi Ma, Joshua Jiahua Hong, Zhen Wang, Daisy Zhe Wang, and Zhiting Hu. 2023 · 2023
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Hi-tom: A benchmark for evaluating higher-order theory of mind reasoning in large language models
Yinghui He, Yufan Wu, Yilin Jia, Rada Mihalcea, Yulong Chen, and Naihao Deng. 2023 · 2023
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Solving math word problems by combining language models with symbolic solvers
Joy He-Yueya, Gabriel Poesia, Rose E Wang, and Noah D Goodman. 2023 · 2023
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Language models, agent models, and world models: The law for machine reasoning and planning
Zhiting Hu and Tianmin Shu. 2023 · 2023
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Fantom: A benchmark for stress-testing machine theory of mind in interactions
Hyunwoo Kim, Melanie Sclar, Xuhui Zhou, Ronan Le Bras, Gunhee Kim, Yejin Choi, and Maarten Sap. 2023 · 2023
Cited alongside, same era.
Towards a holistic landscape of situated theory of mind in large language models
Ziqiao Ma, Jacob Sansom, Run Peng, and Joyce Chai. 2023 · 2023
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Natalie Shapira, Mosh Levy, Seyed Hossein Alavi, Xuhui Zhou, Yejin Choi, Yoav Goldberg, Maarten Sap, and Vered Shwartz. 2023 · 2023
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Reflexion: Language agents with verbal reinforcement learning
Noah Shinn, Federico Cassano, Ashwin Gopinath, Karthik R Narasimhan, and Shunyu Yao. 2023 · 2023
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Llama 2: Open foundation and fine-tuned chat models
Hugo Touvron, Louis Martin, Kevin Stone, Peter Albert, Amjad Almahairi, Yasmine Babaei, Nikolay Bashlykov, Soumya Batra, Prajjwal Bhargava, Shruti Bhosale, et al. 2023 · 2023
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Large language models fail on trivial alterations to theory-of-mind tasks
Tomer Ullman. 2023 · 2023
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Think twice: Perspective-taking improves large language models’ theory-of-mind capabilities
Alex Wilf, Sihyun Shawn Lee, Paul Pu Liang, and Louis-Philippe Morency. 2023 · 2023
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Tree of thoughts: Deliberate problem solving with large language models
Shunyu Yao, Dian Yu, Jeffrey Zhao, Izhak Shafran, Thomas L Griffiths, Yuan Cao, and Karthik Narasimhan. 2023 · 2023
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