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Fairness

3337 directly classified papers

Papers per year

Papers

The AI Gap: How Socioeconomic Status Affects Language Technology Interactions ACL 2025
The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation ACL 2025
Aligned but Blind: Alignment Increases Implicit Bias by Reducing Awareness of Race ACL 2025
Diversity-oriented Data Augmentation with Large Language Models ACL 2025
Mind the Gesture: Evaluating AI Sensitivity to Culturally Offensive Non-Verbal Gestures ACL 2025
Who Writes What: Unveiling the Impact of Author Roles on AI-generated Text Detection ACL 2025
LLMs Trust Humans More, That’s a Problem! Unveiling and Mitigating the Authority Bias in Retrieval-Augmented Generation ACL 2025
PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment ACL 2025
Only a Little to the Left: A Theory-grounded Measure of Political Bias in Large Language Models ACL 2025
Tag-First: Mitigating Distributional Bias in Synthetic User Profiles through Controlled Attribute Generation ACL 2025
Debiasing the Fine-Grained Classification Task in LLMs with Bias-Aware PEFT ACL 2025
Detecting Bias and Intersectional Bias in Italian Word Embeddings and Language Models ACL 2025
Measuring Gender Bias in Language Models in Farsi ACL 2025
NusaAksara: A Multimodal and Multilingual Benchmark for Preserving Indonesian Indigenous Scripts ACL 2025
FairI Tales: Evaluation of Fairness in Indian Contexts with a Focus on Bias and Stereotypes ACL 2025
LOTUS: A Leaderboard for Detailed Image Captioning from Quality to Societal Bias and User Preferences ACL 2025
Ask Me Like I’m Human: LLM-based Evaluation with For-Human Instructions Correlates Better with Human Evaluations than Human Judges ACL 2025
Hate Speech in Times of Crises: a Cross-Disciplinary Analysis of Online Xenophobia in Greece ACL 2025
Towards Fairness Assessment of Dutch Hate Speech Detection ACL 2025
Value Portrait: Assessing Language Models’ Values through Psychometrically and Ecologically Valid Items ACL 2025
Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation ACL 2025
Comparing Bad Apples to Good Oranges Aligning Large Language Models via Joint Preference Optimization ACL 2025
LADDER: Language-Driven Slice Discovery and Error Rectification in Vision Classifiers ACL 2025
From End-Users to Co-Designers: Lessons from Teachers ACL 2025
Multi-Group Proportional Representations for Text-to-Image Models CVPR 2025