ToM2Vec learns continuous theory-of-mind tokens for agents
Latent tokens conditioned thoughts and actions and transferred to unseen partner models, including GPT-5.4.
Stories per day · 30 days
5 stories, newest first · one card per story
Stories tagged #theory-of-mind
Mental-Models for Multi-Agent Systems
A mental-model framework gives agents explicit Theory-of-Mind partner states that improve multi-agent decisions.
Mind2Dialogue: Training Human-Aware Language Models by Simulating User Mental States
Mind2Dialogue simulates users' mental states to create privileged supervision, boosting personalization metrics of Qwen, Llama, and OLMo assistants by up to 40.9 points.
Mind2Dialogue: Training Human-Aware Language Models by Simulating User Mental States
Mind2Dialogue simulates users' mental states to generate privileged supervision, boosting personalization and preference-following in Qwen, Llama, and OLMo assistants.
Encoded Early, Used Late: Where Transformers Begin to Act on an Inferred Partner's Expertise
Probing finds transformers represent an inferred dialogue partner's expertise in early layers long before it causally influences output.