"language model evaluation" Papers

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Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge

Jiayi Ye, Yanbo Wang, Yue Huang et al.

ICLR 2025posterarXiv:2410.02736
207
citations

Do Language Models Exhibit the Same Cognitive Biases in Problem Solving as Human Learners?

Andreas Opedal, Alessandro Stolfo, Haruki Shirakami et al.

ICML 2024poster

LatestEval: Addressing Data Contamination in Language Model Evaluation through Dynamic and Time

Sensitive Test Construction - Yucheng Li, Frank Guerin, Chenghua Lin

AAAI 2024paperarXiv:2312.12343
53
citations

Open-Domain Text Evaluation via Contrastive Distribution Methods

Sidi Lu, Hongyi Liu, Asli Celikyilmaz et al.

ICML 2024poster

Task Contamination: Language Models May Not Be Few-Shot Anymore

Changmao Li, Jeffrey Flanigan

AAAI 2024paperarXiv:2312.16337
130
citations