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Fairness

3337 directly classified papers

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Papers

PBCAT: Patch-Based Composite Adversarial Training against Physically Realizable Attacks on Object Detection ICCV 2025
CAP: Evaluation of Persuasive and Creative Image Generation ICCV 2025
FairGen: Enhancing Fairness in Text-to-Image Diffusion Models via Self-Discovering Latent Directions ICCV 2025
MAVias: Mitigate any Visual Bias ICCV 2025
Controllable Feature Whitening for Hyperparameter-Free Bias Mitigation ICCV 2025
Benchmarking Multimodal Large Language Models Against Image Corruptions ICCV 2025
Background Invariance Testing According to Semantic Proximity ICCV 2025
Imbalance in Balance: Online Concept Balancing in Generation Models ICCV 2025
Large Language Models Still Exhibit Bias in Long Text ACL 2025
Rethinking Prompt-based Debiasing in Large Language Model ACL 2025
Name of Thrones: How Do LLMs Rank Student Names in Status Hierarchies Based on Race and Gender? ACL 2025
Gender-Neutral Large Language Models for Medical Applications: Reducing Bias in PubMed Abstracts ACL 2025
Gender Representation Bias Analysis in LLM-Generated Czech and Slovenian Texts ACL 2025
JBBQ: Japanese Bias Benchmark for Analyzing Social Biases in Large Language Models ACL 2025
Colombian Waitresses y Jueces canadienses: Gender and Country Biases in Occupation Recommendations from LLMs ACL 2025
Surface Fairness, Deep Bias: A Comparative Study of Bias in Language Models ACL 2025
ArGAN: Arabic Gender, Ability, and Nationality Dataset for Evaluating Biases in Large Language Models ACL 2025
From Measurement to Mitigation: Exploring the Transferability of Debiasing Approaches to Gender Bias in Maltese Language Models ACL 2025
GENDEROUS: Machine Translation and Cross-Linguistic Evaluation of a Gender-Ambiguous Dataset ACL 2025
GenWriter: Reducing Gender Cues in Biographies through Text Rewriting ACL 2025
Examining the Cultural Encoding of Gender Bias in LLMs for Low-Resourced African Languages ACL 2025
ARGENT: Automatic Reference-free Evaluation for Open-Ended Text Generation without Source Inputs ACL 2025
Are LLMs (Really) Ideological? An IRT-based Analysis and Alignment Tool for Perceived Socio-Economic Bias in LLMs ACL 2025
Are Bias Evaluation Methods Biased ? ACL 2025
PL-Guard: Benchmarking Language Model Safety for Polish ACL 2025