conftrace_

dataset leakage

3 papers

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Co-occurring keywords · papers mentioning both

contamination level (1) embedding similarity matrix (1) kernel divergence score (1) large language model (1) benchmark contamination (1) multiple choice evaluation (1) educational testing (1) multiple-choice question answering (1) fine tuning (1) data contamination (1)

Papers

How Contaminated Is Your Benchmark? Measuring Dataset Leakage in Large Language Models with Kernel Divergence ICML 2025 Which of These Best Describes Multiple Choice Evaluation with LLMs? A) Forced B) Flawed C) Fixable D) All of the Above ACL 2025 On Leakage of Code Generation Evaluation Datasets EMNLP 2024