"data contamination" Papers

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CLDyB: Towards Dynamic Benchmarking for Continual Learning with Pre-trained Models

Shengzhuang Chen, Yikai Liao, Xiaoxiao Sun et al.

ICLR 2025posterarXiv:2503.04655

PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models

Shi Qiu, Shaoyang Guo, Zhuo-Yang Song et al.

NeurIPS 2025posterarXiv:2504.16074

SWE-bench Goes Live!

Linghao Zhang, Shilin He, Chaoyun Zhang et al.

NeurIPS 2025posterarXiv:2505.23419

ThinkBench: Dynamic Out-of-Distribution Evaluation for Robust LLM Reasoning

Shulin Huang, Linyi Yang, Yan Song et al.

NeurIPS 2025posterarXiv:2502.16268

Dynamic Evaluation of Large Language Models by Meta Probing Agents

Kaijie Zhu, Jindong Wang, Qinlin Zhao et al.

ICML 2024poster

Evaluation of LLMs on Syntax-Aware Code Fill-in-the-Middle Tasks

Linyuan Gong, Sida Wang, Mostafa Elhoushi 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