conftrace_

self-preference bia

3 papers

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Co-occurring keywords · papers mentioning both

large language model (3) llm evaluation (2) self-recognition capability (1) evaluation alignment (1) controlled experiment (1) human preference (1) bias reduction (1) evaluation bia (1) attention analysis (1) human alignment (1)

Papers

Beyond the Surface: Measuring Self-Preference in LLM Judgments EMNLP 2025 Co-Eval: Augmenting LLM-based Evaluation with Machine Metrics EMNLP 2025 LLM Evaluators Recognize and Favor Their Own Generations NeurIPS 2024