conftrace_

data balancing

10 papers

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Co-occurring keywords · papers mentioning both

group fairness (1) uncertainty estimation (1) contrastive language-image pretraining (1) training data (1) multi-domain learning (1) worst-group accuracy (1) sentence classification (1) class distribution (1) self-supervised clustering (1) multi-domain translation (1)

Papers

CLIP the Bias: How Useful is Balancing Data in Multimodal Learning? ICLR 2024 Mind the Graph When Balancing Data for Fairness or Robustness NeurIPS 2024 The Benefits of Balance: From Information Projections to Variance Reduction NeurIPS 2024 BOUN-TABI@SMM4H’22: Text-to-Text Adverse Drug Event Extraction with Data Balancing and Prompting COLING 2022 Simple data balancing achieves competitive worst-group-accuracy CLeaR 2022 Bandits Don’t Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits EMNLP 2021 Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training EMNLP 2021 Balancing via Generation for Multi-Class Text Classification Improvement EMNLP 2020 Data Balancing for Boosting Performance of Low-Frequency Classes in Spoken Language Understanding Interspeech 2020 Sentence Classification with Imbalanced Data for Health Applications COLING 2020