Artificial Intelligence › Core AI ›

Fairness

1139 directly classified papers

Papers per year

Papers

Rethinking Prompt-based Debiasing in Large Language Model ACL 2025

Beyond Words: Exploring Cultural Value Sensitivity in Multimodal Models NAACL 2025

Name of Thrones: How Do LLMs Rank Student Names in Status Hierarchies Based on Race and Gender? ACL 2025

Native Design Bias: Studying the Impact of English Nativeness on Language Model Performance IJCNLP 2025

Gender Representation Bias Analysis in LLM-Generated Czech and Slovenian Texts ACL 2025

RusCode: Russian Cultural Code Benchmark for Text-to-Image Generation NAACL 2025

Judging It, Washing It: Scoring and Greenwashing Corporate Climate Disclosures using Large Language Models ACL 2025

Human-Centered Disability Bias Detection in Large Language Models IJCNLP 2025

MEDEQUALQA: Evaluating Biases in LLMs with Counterfactual Reasoning IJCNLP 2025

Reasoning-Enhanced Retrieval for Misconception Prediction: A RAG-Inspired Approach with LLMs IJCNLP 2025

Bias Unveiled: Investigating Social Bias in LLM-Generated Code AAAI 2025

Analysis of LLM as a grammatical feature tagger for African American English NAACL 2025

Introducing MARB — A Dataset for Studying the Social Dimensions of Reporting Bias in Language Models ACL 2025

Korean Stereotype Content Model: Translating Stereotypes Across Cultures NAACL 2025

GG-BBQ: German Gender Bias Benchmark for Question Answering ACL 2025

How to Resolve Envy by Adding Goods IJCAI 2025

Tag-First: Mitigating Distributional Bias in Synthetic User Profiles through Controlled Attribute Generation ACL 2025

Towards Region-aware Bias Evaluation Metrics NAACL 2025

Can Explicit Gender Information Improve Zero-Shot Machine Translation? ACL 2025

Lexical Complexity Prediction and Lexical Simplification for Catalan and Spanish: Resource Creation, Quality Assessment, and Ethical Considerations EMNLP 2024

Modeling Gender and Dialect Bias in Automatic Speech Recognition EMNLP 2024

“Global is Good, Local is Bad?”: Understanding Brand Bias in LLMs EMNLP 2024

Unlabeled Debiasing in Downstream Tasks via Class-wise Low Variance Regularization EMNLP 2024

A Study of Nationality Bias in Names and Perplexity using Off-the-Shelf Affect-related Tweet Classifiers EMNLP 2024

What is lost in Normalization? Exploring Pitfalls in Multilingual ASR Model Evaluations EMNLP 2024