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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2026 2verdicts
UNVERDICTED 2representative citing papers
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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On Emergent Social World Models -- Evidence for Functional Integration of Theory of Mind and Pragmatic Reasoning in Language Models
Suggestive evidence indicates language models develop interconnected social world models by functionally integrating theory of mind and pragmatic reasoning.
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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.