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20242026
most citedExamining Identity Drift in Conversations of LLM Agents

4 citations · 4 across the 6 of their papers we have counts for

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cs.HC2025

MATE: Diagnosing Empathy Calibration Failures in Multi-Turn Human-LLM Interaction

Yeseon Hong, Junhyuk Choi, Minju Kim +1

Large language models are increasingly used in emotionally consequential interactions. Response-level evaluation, however, struggles to diagnose how empathy fails across turns. We…