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Fairness

3337 directly classified papers

Papers per year

Papers

Analyzing values about gendered language reform in LLMs’ revisions EMNLP 2025
Masculine Defaults via Gendered Discourse in Podcasts and Large Language Models ACL 2025
GBEM-UA: Gender Bias Evaluation and Mitigation for Ukrainian Large Language Models ACL 2025
Red-Teaming for Uncovering Societal Bias in Large Language Models ACL 2025
Investigating Subjective Factors of Argument Strength: Storytelling, Emotions, and Hedging ACL 2025
Detecting Hyperpartisanship and Rhetorical Bias in Climate Journalism: A Sentence-Level Italian Dataset ACL 2025
Disentangling Biased Representations: A Causal Intervention Framework for Fairer NLP Models ACL 2025
Label Bias in Symbolic Representation of Meaning ACL 2025
DecepBench: Benchmarking Multimodal Deception Detection ACL 2025
The UNLP 2025 Shared Task on Detecting Social Media Manipulation ACL 2025
A Comprehensive Taxonomy of Bias Mitigation Methods for Hate Speech Detection ACL 2025
Analyzing the Evolution of Scientific Misconduct Based on the Language of Retracted Papers ACL 2025
Media Source Matters More Than Content: Unveiling Political Bias in LLM-Generated Citations EMNLP 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
AccessEval: Benchmarking Disability Bias in Large Language Models EMNLP 2025
PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment ACL 2025
Label Convergence: Defining an Upper Performance Bound in Object Recognition through Contradictory Annotations WACV 2025
That Ain’t Right: Assessing LLM Performance on QA in African American and West African English Dialects EMNLP 2025
From Visual Explanations to Counterfactual Explanations with Latent Diffusion WACV 2025
Seeing Symbols, Missing Cultures: Probing Vision-Language Models’ Reasoning on Fire Imagery and Cultural Meaning EMNLP 2025
Is this Chatbot Trying to Sell Something? Towards Oversight of Chatbot Sales Tactics EMNLP 2025
Debiasing the Fine-Grained Classification Task in LLMs with Bias-Aware PEFT ACL 2025
Re-Evaluating Group Robustness via Adaptive Class-Specific Scaling WACV 2025
Brown Like Chocolate: How Vision-Language Models Associate Skin Tone with Food Colors EMNLP 2025