Evaluating LLMs at Detecting Errors in LLM Responses

Ryo Kamoi, Sarkar Snigdha Sarathi Das, Renze Lou, Jihyun Janice Ahn, Yilun Zhao, Xiaoxin Lu, Nan Zhang, Yusen Zhang, Ranran Haoran Zhang, Sujeeth Reddy Vummanthala, Salika Dave, Shaobo Qin, Arman Cohan, Wenpeng Yin, Rui Zhang
October, 2024
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Type
Conference paper
Publication
COLM 2024
NLP selected
Ryo Kamoi
Ryo Kamoi

Ryo Kamoi is a PhD candidate at Penn State University, supported by 2026 Google PhD Fellowship. His research focuses on self-evolving LLM agents and LLM-based verification of LLM responses and intermediate steps.