Suggestive evidence indicates language models develop interconnected social world models by functionally integrating theory of mind and pragmatic reasoning.
InFind- ings of the Association for Computational Linguistics: ACL 2024, pages 12075–12097, Bangkok, Thailand
2 Pith papers cite this work. Polarity classification is still indexing.
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Long-horizon language agents show phase-transition-like world-model collapse under small parameter changes, with world-state fidelity failing before action validity, as mapped by grid search in deterministic tasks with gold states.
citing papers explorer
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World-Model Collapse as a Phase Transition
Long-horizon language agents show phase-transition-like world-model collapse under small parameter changes, with world-state fidelity failing before action validity, as mapped by grid search in deterministic tasks with gold states.