conftrace_

data balancing

9 papers

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Co-occurring keywords

group fairness (158) uncertainty estimation (648) training datum (124) multi-domain learning (116) worst-group accuracy (19) sentence classification (123) class distribution (21) self-supervised clustering (8) multi-domain translation (22) corpus selection (6)

Papers

Mind the Graph When Balancing Data for Fairness or Robustness NIPS 2024
The Benefits of Balance: From Information Projections to Variance Reduction NIPS 2024
Simple data balancing achieves competitive worst-group-accuracy CLEAR 2022
BOUN-TABI@SMM4H’22: Text-to-Text Adverse Drug Event Extraction with Data Balancing and Prompting COLING 2022
Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training EMNLP 2021
Bandits Don’t Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits 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