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

Aligned but Blind: Alignment Increases Implicit Bias by Reducing Awareness of Race ACL 2025
Common Sense Bias Modeling for Classification Tasks AAAI 2025
Who Writes What: Unveiling the Impact of Author Roles on AI-generated Text Detection ACL 2025
Debiasing the Fine-Grained Classification Task in LLMs with Bias-Aware PEFT ACL 2025
GeNRe: A French Gender-Neutral Rewriting System Using Collective Nouns ACL 2025
Korean Stereotype Content Model: Translating Stereotypes Across Cultures NAACL 2025
Causal Prompting: Debiasing Large Language Model Prompting Based on Front-Door Adjustment AAAI 2025
Fostering Epistemic Insights into AI Ethics through a Constructionist Pedagogy: An Interdisciplinary Approach to AI Literacy AAAI 2025
RAZOR: Sharpening Knowledge by Cutting Bias with Unsupervised Text Rewriting AAAI 2025
Benchmarking and Mitigating MCQA Selection Bias of Large Vision-Language Models EMNLP 2025
GBEM-UA: Gender Bias Evaluation and Mitigation for Ukrainian Large Language Models ACL 2025
Dissecting and Mitigating Diffusion Bias via Mechanistic Interpretability CVPR 2025
Option Symbol Matters: Investigating and Mitigating Multiple-Choice Option Symbol Bias of Large Language Models NAACL 2025
Social Bias in Multilingual Language Models: A Survey EMNLP 2025
Wanted: Personalised Bias Warnings for Gender Bias in Language Models ACL 2025
Disentangling Biased Representations: A Causal Intervention Framework for Fairer NLP Models ACL 2025
Controllable Feature Whitening for Hyperparameter-Free Bias Mitigation ICCV 2025
fairGNN-WOD: Fair Graph Learning Without Complete Demographics IJCAI 2025
Observing Micromotives and Macrobehavior of Large Language Models IJCNLP 2025
Quantifying Cognitive Bias Induction in LLM-Generated Content IJCNLP 2025
Measuring and Mitigating Media Outlet Name Bias in Large Language Models EMNLP 2025
Mitigating Selection Bias with Node Pruning and Auxiliary Options ACL 2025
FedBG: Proactively Mitigating Bias in Cross-Domain Graph Federated Learning Using Background Data IJCAI 2025
Biased LLMs can Influence Political Decision-Making ACL 2025
How Can We Diagnose and Treat Bias in Large Language Models for Clinical Decision-Making? NAACL 2025