conftrace_

bias mitigation

500 papers

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Co-occurring keywords

large language model (13587) gender bia (435) language model (4599) social bia (210) text classification (6793) algorithmic fairness (284) causal inference (1630) spurious correlation (279) bias detection (419) representation learning (6206)

Papers

Interactive Human-Centric Bias Mitigation AAAI 2024
EcoSpeak: Cost-Efficient Bias Mitigation for Partially Cross-Lingual Speaker Verification NAACL 2024
Spectral Editing of Activations for Large Language Model Alignment NIPS 2024
Enhancing Healthcare Predictions with Deep Learning Models AAAI 2024
STOP! Benchmarking Large Language Models with Sensitivity Testing on Offensive Progressions EMNLP 2024
Studying and Mitigating Biases in Sign Language Understanding Models EMNLP 2024
Discovering and Mitigating Biases in CLIP-Based Image Editing WACV 2024
“Thinking” Fair and Slow: On the Efficacy of Structured Prompts for Debiasing Language Models EMNLP 2024
Improving Fairness in Deepfake Detection WACV 2024
Towards Implicit Bias Detection and Mitigation in Multi-Agent LLM Interactions EMNLP 2024
Debiasing Text Safety Classifiers through a Fairness-Aware Ensemble EMNLP 2024
OffsetBias: Leveraging Debiased Data for Tuning Evaluators EMNLP 2024
Is There a One-Model-Fits-All Approach to Information Extraction? Revisiting Task Definition Biases EMNLP 2024
BiasWipe: Mitigating Unintended Bias in Text Classifiers through Model Interpretability EMNLP 2024
Cognitive Bias in Decision-Making with LLMs EMNLP 2024
Ethos: Rectifying Language Models in Orthogonal Parameter Space NAACL 2024
Topic-Aware Causal Intervention for Counterfactual Detection EMNLP 2024
Hierarchical Adversarial Correction to Mitigate Identity Term Bias in Toxicity Detection ACL 2024
More than Minorities and Majorities: Understanding Multilateral Bias in Language Generation ACL 2024
FairJob: A Real-World Dataset for Fairness in Online Systems NIPS 2024
Language Bias in Multilingual Information Retrieval: The Nature of the Beast and Mitigation Methods EMNLP 2024
Addressing Bias in Online Selection with Limited Budget of Comparisons NIPS 2024
Causal ATE Mitigates Unintended Bias in Controlled Text Generation CONLL 2024
Beyond Performance: Quantifying and Mitigating Label Bias in LLMs NAACL 2024
MBIAS: Mitigating Bias in Large Language Models While Retaining Context ACL 2024