ICML 2023 Workshop ToM Submissions

Discovering User Types: Mapping User Traits by Task-Specific Behaviors in Reinforcement Learning
Lars Lien Ankile, Brian Ham, Kevin Mao, Eura Shin, Siddharth Swaroop, Finale Doshi-Velez, Weiwei Pan
- Published: 20 Jun 2023, Last Modified: 16 Jul 2023
- ToM 2023
- Readers: Everyone
Do LLMs selectively encode the goal of an agent's reach?
Laura Ruis, Arduin Findeis, Herbie Bradley, Hossein A. Rahmani, Kyoung Whan Choe, Edward Grefenstette, Tim Rocktäschel
- Published: 20 Jun 2023, Last Modified: 29 Jun 2023
- ToM 2023
- Readers: Everyone
Deciphering Enemies in the Darkness through Modeling and Examination of Knowledge in Reconnaissance Blind Chess
Robin Stöhr, Shuai Wang
- Published: 20 Jun 2023, Last Modified: 29 Jun 2023
- ToM 2023
- Readers: Everyone
The SocialAI School: Insights from Developmental Psychology Towards Artificial Socio-Cultural Agents
Grgur Kovac, Rémy Portelas, Peter Ford Dominey, Pierre-Yves Oudeyer
- Published: 20 Jun 2023, Last Modified: 29 Jun 2023
- ToM 2023
- Readers: Everyone
Preference Proxies: Evaluating Large Language Models in capturing Human Preferences in Human-AI Tasks
Mudit Verma, Siddhant Bhambri, Subbarao Kambhampati
- Published: 20 Jun 2023, Last Modified: 29 Jun 2023
- ToM 2023
- Readers: Everyone
Inferring the Goals of Communicating Agents from Actions and Instructions
Lance Ying, Tan Zhi-Xuan, Vikash Mansinghka, Joshua B. Tenenbaum
- Published: 20 Jun 2023, Last Modified: 29 Jun 2023
- ToM 2023
- Readers: Everyone
Theory of Mind as Intrinsic Motivation for Multi-Agent Reinforcement Learning
Ini Oguntola, Joseph Campbell, Simon Stepputtis, Katia P. Sycara
- Published: 20 Jun 2023, Last Modified: 29 Jun 2023
- ToM 2023
- Readers: Everyone
The Neuro-Symbolic Inverse Planning Engine (NIPE): Modeling probabilistic social inferences from linguistic inputs
Lance Ying, Katherine M. Collins, Megan Wei, Cedegao E. Zhang, Tan Zhi-Xuan, Adrian Weller, Joshua B. Tenenbaum, Lionel Wong
- Published: 20 Jun 2023, Last Modified: 29 Jun 2023
- ToM 2023
- Readers: Everyone
Language Models are Bounded Pragmatic Speakers
Khanh Xuan Nguyen
- Published: 20 Jun 2023, Last Modified: 29 Jun 2023
- ToM 2023
- Readers: Everyone
Hi-ToM: A Benchmark for Evaluating Higher-Order Theory of Mind Reasoning in Large Language Models
Yinghui He, Yufan Wu, Yulong Chen, Naihao Deng
- Published: 20 Jun 2023, Last Modified: 29 Jun 2023
- ToM 2023
- Readers: Everyone
EPITOME: Experimental Protocol Inventory for Theory Of Mind Evaluation
Cameron Robert Jones, Sean Trott, Ben Bergen
- Published: 20 Jun 2023, Last Modified: 29 Jun 2023
- ToM 2023
- Readers: Everyone
Robust Inverse Reinforcement Learning Through Bayesian Theory of Mind
Ran Wei, Siliang Zeng, Chenliang Li, Alfredo Garcia, Anthony McDonald, Mingyi Hong
- Published: 20 Jun 2023, Last Modified: 05 Jul 2023
- ToM 2023
- Readers: Everyone
Define, Evaluate, and Improve Task-Oriented Cognitive Capabilities for Instruction Generation Models
Lingjun Zhao, Khanh Xuan Nguyen, Hal Daumé III
- Published: 20 Jun 2023, Last Modified: 29 Jun 2023
- ToM 2023
- Readers: Everyone
Towards a better Rational Speech Act framework for context-aware modeling of metaphor understanding
Gaia Carenini, Luca Bischetti, Walter Schaeken, Valentina Bambini
- Published: 20 Jun 2023, Last Modified: 29 Jun 2023
- ToM 2023
- Readers: Everyone
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, Yulia Tsvetkov
- Published: 20 Jun 2023, Last Modified: 05 Jul 2023
- ToM 2023
- Readers: Everyone
Comparing the Evaluation and Production of Loophole Behavior in Children and Large Language Models
Sonia Krishna Murthy, Sophie Bridgers, Kiera Maria Parece, Elena Glassman, Tomer Ullman
- Published: 20 Jun 2023, Last Modified: 29 Jun 2023
- ToM 2023
- Readers: Everyone
Inferring the Future by Imagining the Past
Kartik Chandra, Tony Chen, Tzu-Mao Li, Jonathan Ragan-Kelley, Joshua B. Tenenbaum
- Published: 20 Jun 2023, Last Modified: 29 Jun 2023
- ToM 2023
- Readers: Everyone
Emergent deception and skepticism via theory of mind
Lion Schulz, Nitay Alon, Jeffrey Rosenschein, Peter Dayan
- Published: 20 Jun 2023, Last Modified: 29 Jun 2023
- ToM 2023
- Readers: Everyone
Between prudence and paranoia: Theory of Mind gone right, and wrong
Nitay Alon, Lion Schulz, Peter Dayan, Joseph M Barnby
- Published: 20 Jun 2023, Last Modified: 29 Jun 2023
- ToM 2023
- Readers: Everyone
Iterative Machine Teaching for Black-box Markov Learners
Chaoqi Wang, Sandra Zilles, Adish Singla, Yuxin Chen
- Published: 20 Jun 2023, Last Modified: 29 Jun 2023
- ToM 2023
- Readers: Everyone
How To Make Social Decisions in a Heterogeneous Society?
Dongsu Lee, Minhae Kwon
- Published: 20 Jun 2023, Last Modified: 16 Jul 2023
- ToM 2023
- Readers: Everyone
MindDial: Belief Dynamics Tracking with Theory-of-Mind Modeling for Neural Dialogue Generation
Shuwen Qiu, Song-Chun Zhu, Zilong Zheng
- Published: 20 Jun 2023, Last Modified: 29 Jun 2023
- ToM 2023
- Readers: Everyone