Weihang Su
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126
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NLP×1
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2026
Benchmarking LLM-as-a-Judge for Long-Form Output Evaluation
The paper introduces LongJudgeBench, a new benchmark designed to evaluate the reliability of LLM judges specifically for complex, long-form output evaluation, revealing significant instability gaps in current LLM judging methods.
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Papers
cs.CLRecentJun 1, 2026
Benchmarking LLM-as-a-Judge for Long-Form Output Evaluation
Junjie Chen, Yuxi Dong, Haitao Li, Weihang Su +4 more
The paper introduces LongJudgeBench, a new benchmark designed to evaluate the reliability of LLM judges specifically for complex, long-form output evaluation, revealing significant instability gaps in…
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