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cs.CL2025
DCRM: A Heuristic to Measure Response Pair Quality in Preference Optimization
Chengyu Huang, Tanya Goyal
Recent research has attempted to associate preference optimization (PO) performance with the underlying preference datasets. In this work, our observation is that the differences b…
cs.CL2023★ 11 cited
Evaluating Large Language Models at Evaluating Instruction Following
Zhiyuan Zeng, Jiatong Yu, Tianyu Gao +3
As research in large language models (LLMs) continues to accelerate, LLM-based evaluation has emerged as a scalable and cost-effective alternative to human evaluations for comparin…