conftrace_

data reweighting

13 papers

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Co-occurring keywords · papers mentioning both

language model pretraining (2) large language model (2) model debiasing (2) data quality (2) spurious correlation (2) bias mitigation (2) distribution shift (2) soft deduplication (1) few-shot accuracy (1) domain reweighting (1)

Papers

Too Long, Do Re-weighting for Efficient LLM Reasoning Compression ACL 2026 Common Sense Bias Modeling for Classification Tasks AAAI 2025 ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting ACL 2025 Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training ACL 2025 Debiasing Text Safety Classifiers through a Fairness-Aware Ensemble EMNLP 2024 SoftDedup: an Efficient Data Reweighting Method for Speeding Up Language Model Pre-training ACL 2024 Self-Influence Guided Data Reweighting for Language Model Pre-training EMNLP 2023 Stubborn Lexical Bias in Data and Models ACL 2023 PUMA: Performance Unchanged Model Augmentation for Training Data Removal AAAI 2022 Unsupervised training data re-weighting for natural language understanding with local distribution approximation EMNLP 2022 Learning to Reweight with Deep Interactions AAAI 2021 Bias Reduction via End-to-End Shift Learning: Application to Citizen Science AAAI 2019 Robust Probabilistic Modeling with Bayesian Data Reweighting ICML 2017