Chiyu Wu
1 indexed paper
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126
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AI×1NLP×1ML×1
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2026
When Should Models Change Their Minds? Contextual Belief Management in Large Language Models
The paper introduces Contextual Belief Management (CBM) to address how LLMs should manage accumulating information over long interactions, showing that reinforcement learning significantly improves belief state accuracy.
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Papers
cs.AIcs.CLcs.LGRecentMay 28, 2026
When Should Models Change Their Minds? Contextual Belief Management in Large Language Models
Haoming Xu, Weihong Xu, Zongrui Li, Mengru Wang +5 more
The paper introduces Contextual Belief Management (CBM) to address how LLMs should manage accumulating information over long interactions, showing that reinforcement learning significantly improves be…
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