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 Data Pruning by Information MaximizationInternational Conference on Learning Representations (ICLR), 2025 |
 Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 |
 Swift Cross-Dataset Pruning: Enhancing Fine-Tuning Efficiency in Natural Language UnderstandingInternational Conference on Computational Linguistics (COLING), 2025 |
 A CLIP-Powered Framework for Robust and Generalizable Data SelectionInternational Conference on Learning Representations (ICLR), 2024 |
 TED: Accelerate Model Training by Internal GeneralizationEuropean Conference on Artificial Intelligence (ECAI), 2024 |
 What Neural Networks Memorize and Why: Discovering the Long Tail via
Influence EstimationNeural Information Processing Systems (NeurIPS), 2020 |
