training data

Reconstructing Training Data from Model Gradient, Provably AISTATS 2023 Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective NeurIPS 2023 Retrieval-Enhanced Dual Encoder Training for Product Matching EMNLP 2023 Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks EMNLP 2023 Stubborn Lexical Bias in Data and Models ACL 2023 The Memory-Perturbation Equation: Understanding Model's Sensitivity to Data NeurIPS 2023 Theoretical and Practical Perspectives on what Influence Functions Do NeurIPS 2023 TRAK: Attributing Model Behavior at Scale ICML 2023 Understanding and Mitigating Copying in Diffusion Models NeurIPS 2023 When does Privileged information Explain Away Label Noise? ICML 2023 Analyzing Dynamic Adversarial Training Data in the Limit ACL 2022 Comparison and Analysis of New Curriculum Criteria for End-to-End ASR Interspeech 2022 Deduplicating Training Data Makes Language Models Better ACL 2022 Deduplicating Training Data Mitigates Privacy Risks in Language Models ICML 2022 Ensemble Semi-supervised Entity Alignment via Cycle-Teaching AAAI 2022 Finding Memo: Extractive Memorization in Constrained Sequence Generation Tasks EMNLP 2022 First is Better Than Last for Language Data Influence NeurIPS 2022 Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval Generation COLING 2022 Privacy Leakage in Text Classification A Data Extraction Approach NAACL 2022 Prototype-Representations for Training Data Filtering in Weakly-Supervised Information Extraction EMNLP 2022 Reconstructing Training Data From Diverse ML Models by Ensemble Inversion WACV 2022 When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems EMNLP 2022 An Empirical Comparison of Instance Attribution Methods for NLP NAACL 2021 Bandits Don’t Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits EMNLP 2021 Bootstrapping Relation Extractors using Syntactic Search by Examples EACL 2021