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data weighting

12 papers

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Co-occurring keywords · papers mentioning both

neural machine translation (3) reinforcement learning (3) bilevel optimization (2) curriculum learning (2) domain adaptation (2) active learning (2) model committee (1) model diversity (1) language pair (1) training curriculum (1)

Papers

DORM: Preference Data Weights Optimization for Reward Modeling in LLM Alignment EMNLP 2025 Not All LLM-Generated Data Are Equal: Rethinking Data Weighting in Text Classification ICLR 2025 Curating Datasets for Better Performance with Example Training Dynamics ACL 2023 Improving Bi-level Optimization Based Methods with Inspiration from Humans’ Classroom Study Techniques ICML 2023 Balancing Training for Multilingual Neural Machine Translation ACL 2020 Dynamic Data Selection and Weighting for Iterative Back-Translation EMNLP 2020 Not All Unlabeled Data are Equal: Learning to Weight Data in Semi-supervised Learning NeurIPS 2020 Optimizing Data Usage via Differentiable Rewards ICML 2020 Smoothly Bounding User Contributions in Differential Privacy NeurIPS 2020 Learning Data Manipulation for Augmentation and Weighting NeurIPS 2019 Reinforcement Learning based Curriculum Optimization for Neural Machine Translation NAACL 2019 Designing Committees of Models through Deliberate Weighting of Data Points JMLR 2003