Theory of Mind Modeling
5 papers with code • 0 benchmarks • 2 datasets
Benchmarks
These leaderboards are used to track progress in Theory of Mind Modeling
MMToM-QA
2D-ATOMS
Most implemented papers
MindCraft: Theory of Mind Modeling for Situated Dialogue in Collaborative Tasks
An ideal integration of autonomous agents in a human world implies that they are able to collaborate on human terms.
Towards Collaborative Plan Acquisition through Theory of Mind Modeling in Situated Dialogue
sled-group/collab-plan-acquisition
•
•
To complete these tasks, agents need to engage in situated communication with their partners and coordinate their partial plans towards a complete plan to achieve a joint task goal.
Collective Intelligence in Human-AI Teams A Bayesian Theory of Mind Approach
Observing teams' first 25% of messages explains about 8% of the variation in final team performance, a 170% improvement compared to the current state of the art.
Towards A Holistic Landscape of Situated Theory of Mind in Large Language Models
Such situated evaluation provides a more comprehensive assessment of mental states and potentially mitigates the risk of shortcuts and data leakage.
MMToM-QA: Multimodal Theory of Mind Question Answering
To engineer multimodal ToM capacity, we propose a novel method, BIP-ALM (Bayesian Inverse Planning Accelerated by Language Models).
