Papers with long-horizon adaptation
Infusing Theory of Mind into Socially Intelligent LLM Agents (2026.findings-acl)
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| Challenge: | Theory of Mind (ToM) is a key aspect of human social intelligence, yet chatbots and LLMs do not typically integrate it. |
| Approach: | They propose a method that integrates Theory of Mind (ToM) into chatbots and dialogue agents to generate mental states between dialogue turns. |
| Outcome: | The proposed method improves dialogue and social interaction by integrating ToM with dialogue lookahead. |