Papers by Chetan Talele
Agentic-ToM: Cognition-Inspired Agentic Processing For Enhancing Theory of Mind Reasoning (2025.findings-emnlp)
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| Challenge: | Current models struggle with reasoning about others’ perspectives, limiting their ability to attribute mental states to oneself and others. |
| Approach: | They propose to embed psychologically-grounded functions into LLMs to enable them to attribute mental states to oneself and others, known as Theory of Mind. |
| Outcome: | The proposed approach outperforms baselines on three ToM datasets without task-specific modifications. |