conftrace_

test set leakage

4 papers

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Co-occurring keywords · papers mentioning both

large language model (2) data contamination (2) benchmark evaluation (2) dataset documentation (1) target difficulty (1) problem solving (1) nlp evaluation (1) model transparency (1) data sketching (1) dynamic benchmark (1)

Papers

An Open-Source Data Contamination Report for Large Language Models EMNLP 2024 Mathador-LM: A Dynamic Benchmark for Mathematical Reasoning on Large Language Models EMNLP 2024 Data Portraits: Recording Foundation Model Training Data NeurIPS 2023 NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each Benchmark EMNLP 2023