conftrace_

debiasing method

41 papers

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Co-occurring keywords

bias mitigation (500) gender bia (435) language model (4599) word embedding (1764) bias detection (419) vision-language model (2348) bias evaluation (123) large language model (13587) class imbalance (555) spurious correlation (279)

Papers

Are LLMs Rational Investors? A Study on the Financial Bias in LLMs ACL 2025
WEFE: A Python Library for Measuring and Mitigating Bias in Word Embeddings JMLR 2025
From Measurement to Mitigation: Exploring the Transferability of Debiasing Approaches to Gender Bias in Maltese Language Models ACL 2025
Iterative Multilingual Spectral Attribute Erasure EMNLP 2025
Characterizing non-binary French: A first step towards debiasing gender inference ACL 2025
Benchmarking Debiasing Methods for LLM-based Parameter Estimates EMNLP 2025
Benchmarking and Mitigating MCQA Selection Bias of Large Vision-Language Models EMNLP 2025
Debiasing Static Embeddings for Hate Speech Detection ACL 2025
BendVLM: Test-Time Debiasing of Vision-Language Embeddings NIPS 2024
Addressing Healthcare-related Racial and LGBTQ+ Biases in Pretrained Language Models NAACL 2024
Discovering and Mitigating Visual Biases through Keyword Explanation CVPR 2024
Think Twice: Measuring the Efficiency of Eliminating Prediction Shortcuts of Question Answering Models EACL 2024
Mitigating Spurious Correlations via Disagreement Probability NIPS 2024
Learning from Multiple Annotator Biased Labels in Multimodal Conversation INTERSPEECH 2024
FairFlow: Mitigating Dataset Biases through Undecided Learning for Natural Language Understanding EMNLP 2024
More than Minorities and Majorities: Understanding Multilateral Bias in Language Generation ACL 2024
Multi-Modal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision–Language Models EACL 2023
Debiasing Multimodal Models via Causal Information Minimization EMNLP 2023
DeCrisisMB: Debiased Semi-Supervised Learning for Crisis Tweet Classification via Memory Bank EMNLP 2023
Layered Bias: Interpreting Bias in Pretrained Large Language Models EMNLP 2023
CHBias: Bias Evaluation and Mitigation of Chinese Conversational Language Models ACL 2023
Promoting Fairness in Classification of Quality of Medical Evidence ACL 2023
Debiasing should be Good and Bad: Measuring the Consistency of Debiasing Techniques in Language Models ACL 2023
FairLib: A Unified Framework for Assessing and Improving Fairness EMNLP 2022
Look to the Right: Mitigating Relative Position Bias in Extractive Question Answering EMNLP 2022