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Fairness

1139 directly classified papers

Papers per year

Papers

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

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

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

JBBQ: Japanese Bias Benchmark for Analyzing Social Biases in Large Language Models ACL 2025

Intersectional Bias in Japanese Large Language Models from a Contextualized Perspective ACL 2025

Wanted: Personalised Bias Warnings for Gender Bias in Language Models ACL 2025

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

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

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

Colombian Waitresses y Jueces canadienses: Gender and Country Biases in Occupation Recommendations from LLMs ACL 2025

Bias Attribution in Filipino Language Models: Extending a Bias Interpretability Metric for Application on Agglutinative Languages ACL 2025

Surface Fairness, Deep Bias: A Comparative Study of Bias in Language Models ACL 2025

Measuring Gender Bias in Language Models in Farsi ACL 2025

ArGAN: Arabic Gender, Ability, and Nationality Dataset for Evaluating Biases in Large Language Models ACL 2025

Assessing Gender Bias of Pretrained Bangla Language Models in STEM and SHAPE Fields ACL 2025

One Size Fits None: Rethinking Fairness in Medical AI 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

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

Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges ACL 2025

ELAB: Extensive LLM Alignment Benchmark in Persian Language ACL 2025

Bridging the LLM Accessibility Divide? Performance, Fairness, and Cost of Closed versus Open LLMs for Automated Essay Scoring ACL 2025

Better Aligned with Survey Respondents or Training Data? Unveiling Political Leanings of LLMs on U.S. Supreme Court Cases ACL 2025

AccessEval: Benchmarking Disability Bias in Large Language Models EMNLP 2025