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cs.CL2026
DialDefer: A Framework for Detecting and Mitigating LLM Dialogic Deference
Parisa Rabbani, Priyam Sahoo, Ruben Mathew +4
LLMs are increasingly used as third-party judges, yet their reliability when evaluating speakers in dialogue remains poorly understood. We show that LLMs judge identical claims dif…
cs.CL2025
From Fact to Judgment: Investigating the Impact of Task Framing on LLM Conviction in Dialogue Systems
Parisa Rabbani, Nimet Beyza Bozdag, Dilek Hakkani-Tür
LLMs are increasingly employed as judges across a variety of tasks, including those involving everyday social interactions. Yet, it remains unclear whether such LLM-judges can reli…