conftrace_

performance inflation

2 papers

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Co-occurring keywords · papers mentioning both

large language model (2) statistical detection (1) contamination detection (1) statistical method (1) test data contamination (1) performance measurement (1) inference-time decontamination (1) data contamination (1) large language model evaluation (1) benchmark leakage (1)

Papers

ConStat: Performance-Based Contamination Detection in Large Language Models NeurIPS 2024 Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model Evaluation EMNLP 2024