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data leakage

32 papers

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Co-occurring keywords · papers mentioning both

large language model (11) benchmark evaluation (4) differential privacy (4) evaluation benchmark (3) benchmark contamination (3) pretraining data (3) model evaluation (3) fisher information (2) privacy preservation (2) code generation (2)

Papers

Security Challenges in Natural Language Processing Models EMNLP 2023 Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks EMNLP 2023 Measuring Data Leakage in Machine-Learning Models with Fisher Information (Extended Abstract) IJCAI 2022 Learning with Selective Forgetting IJCAI 2021 Measuring data leakage in machine-learning models with Fisher information UAI 2021 Memorization vs. Generalization : Quantifying Data Leakage in NLP Performance Evaluation EACL 2021 Leakage-Robust Classifier via Mask-Enhanced Training (Student Abstract) AAAI 2020