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reliable evaluation

4 papers

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Co-occurring keywords · papers mentioning both

large language model (2) stochastic evaluation (1) evaluation guideline (1) extraction accuracy (1) judge model (1) method of moment (1) human evaluation (1) automated evaluation (1) prompt sensitivity (1) vulnerability detection (1)

Papers

ReliableEval: A Recipe for Stochastic LLM Evaluation via Method of Moments EMNLP 2025 xFinder: Large Language Models as Automated Evaluators for Reliable Evaluation ICLR 2025 A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations EMNLP 2024 Defining and Detecting Vulnerability in Human Evaluation Guidelines: A Preliminary Study Towards Reliable NLG Evaluation NAACL 2024