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

Iterative Multilingual Spectral Attribute Erasure EMNLP 2025
Measuring and Mitigating Media Outlet Name Bias in Large Language Models EMNLP 2025
Benchmarking and Mitigating MCQA Selection Bias of Large Vision-Language Models EMNLP 2025
Aligning to What? Limits to RLHF Based Alignment NAACL 2025
Dissecting and Mitigating Diffusion Bias via Mechanistic Interpretability CVPR 2025
Multi-Group Proportional Representations for Text-to-Image Models CVPR 2025
Bias A-head? Analyzing Bias in Transformer-Based Language Model Attention Heads NAACL 2025
Mitigating Social Bias in Large Language Models: A Multi-Objective Approach Within a Multi-Agent Framework AAAI 2025
Causal Prompting: Debiasing Large Language Model Prompting Based on Front-Door Adjustment AAAI 2025
SafetyPrompts: A Systematic Review of Open Datasets for Evaluating and Improving Large Language Model Safety AAAI 2025
Fostering Epistemic Insights into AI Ethics through a Constructionist Pedagogy: An Interdisciplinary Approach to AI Literacy AAAI 2025
Investigating and Mitigating Undesirable Biases in Large Language Models AAAI 2025
Exploring and Mitigating Implicit Bias in Large Language Models: A Cross-Domain Evaluation Framework AAAI 2025
RAZOR: Sharpening Knowledge by Cutting Bias with Unsupervised Text Rewriting AAAI 2025
MABR: Multilayer Adversarial Bias Removal Without Prior Bias Knowledge AAAI 2025
The Mainstays of Trustworthy Machine Learning AAAI 2025
PRISM: Reducing Spurious Implicit Biases in Vision-Language Models with LLM-Guided Embedding Projection ICCV 2025
Open-Unfairness Adversarial Mitigation for Generalized Deepfake Detection ICCV 2025
FALCON: Fair Face Recognition via Local Optimal Feature Normalization WACV 2025
Debiasing the Fine-Grained Classification Task in LLMs with Bias-Aware PEFT ACL 2025
Wanted: Personalised Bias Warnings for Gender Bias in Language Models ACL 2025
Gender-Neutral Large Language Models for Medical Applications: Reducing Bias in PubMed Abstracts ACL 2025
GBEM-UA: Gender Bias Evaluation and Mitigation for Ukrainian Large Language Models ACL 2025
GeNRe: A French Gender-Neutral Rewriting System Using Collective Nouns ACL 2025
Beyond Excess and Deficiency: Adaptive Length Bias Mitigation in Reward Models for RLHF NAACL 2025