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

Aligning to What? Limits to RLHF Based Alignment NAACL 2025
Korean Stereotype Content Model: Translating Stereotypes Across Cultures NAACL 2025
Bias A-head? Analyzing Bias in Transformer-Based Language Model Attention Heads NAACL 2025
Gender Encoding Patterns in Pretrained Language Model Representations NAACL 2025
Common Sense Bias Modeling for Classification Tasks AAAI 2025
MAVias: Mitigate any Visual Bias ICCV 2025
Fair Generation without Unfair Distortions: Debiasing Text-to-Image Generation with Entanglement-Free Attention ICCV 2025
Controllable Feature Whitening for Hyperparameter-Free Bias Mitigation ICCV 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
GBEM-UA: Gender Bias Evaluation and Mitigation for Ukrainian Large Language Models ACL 2025
Disentangling Biased Representations: A Causal Intervention Framework for Fairer NLP Models ACL 2025
The Mainstays of Trustworthy Machine Learning AAAI 2025
Minimal, Local, and Robust: Embedding-Only Edits for Implicit Bias in T2I Models EMNLP 2025
KLAAD: Refining Attention Mechanisms to Reduce Societal Bias in Generative Language Models EMNLP 2025
Fostering Epistemic Insights into AI Ethics through a Constructionist Pedagogy: An Interdisciplinary Approach to AI Literacy AAAI 2025
SafetyPrompts: A Systematic Review of Open Datasets for Evaluating and Improving Large Language Model Safety AAAI 2025
Investigating and Mitigating Undesirable Biases in Large Language Models AAAI 2025
Mitigating Social Bias in Large Language Models: A Multi-Objective Approach Within a Multi-Agent Framework AAAI 2025
Gender Bias in Nepali-English Machine Translation: A Comparison of LLMs and Existing MT Systems ACL 2025
Causal Prompting: Debiasing Large Language Model Prompting Based on Front-Door Adjustment AAAI 2025
How Can We Diagnose and Treat Bias in Large Language Models for Clinical Decision-Making? NAACL 2025
Exploring and Mitigating Implicit Bias in Large Language Models: A Cross-Domain Evaluation Framework AAAI 2025
Multi-Group Proportional Representations for Text-to-Image Models CVPR 2025
Social Bias Evaluation for Large Language Models Requires Prompt Variations EMNLP 2025