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Binh-Nguyen Nguyen

2 accepted papers

2025

Swift Cross-Dataset Pruning: Enhancing Fine-Tuning Efficiency in Natural Language Understanding

COLING 2025main

Dataset pruning aims to select a subset of a dataset for efficient model training. While data efficiency in natural language processing has primarily focused on cross-corpus scenarios during model pre-training, efficient dataset pruning for task-specific fine-tuning across diverse datasets remains c…