You Changed Your Mind, The Model Didn't: Demystifying Intent in Multi-Turn Dialogue
When a large language model handles a multi-turn task and a user proposes a change but ultimately rejects it, the model should continue as if nothing changed. We find a surprising failure: merely mentioning a rejected change can derail task execution, even when the user's final intent remains unchanged. To systematical...
Junle Chen, Wei Chen, Zheng-Jun Huang et al.
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