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bias detection

419 papers

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Co-occurring keywords

large language model (12755) gender bia (433) text classification (6776) language model (4573) fairness evaluation (112) social bia (206) sentiment analysis (2079) natural language processing (2027) bias mitigation (492) responsible ai (181)

Papers

T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in Image Generation CVPR 2025
LLM Bias Detection and Mitigation through the Lens of Desired Distributions EMNLP 2025
(Fact) Check Your Bias ACL 2025
Africa Health Check: Probing Cultural Bias in Medical LLMs EMNLP 2025
LLM-based Adversarial Dataset Augmentation for Automatic Media Bias Detection NAACL 2025
Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Call Summarization EMNLP 2025
Leveraging Large Language Models to Measure Gender Representation Bias in Gendered Language Corpora ACL 2025
Attention IoU: Examining Biases in CelebA using Attention Maps CVPR 2025
F²Bench: An Open-ended Fairness Evaluation Benchmark for LLMs with Factuality Considerations EMNLP 2025
Seeing Symbols, Missing Cultures: Probing Vision-Language Models’ Reasoning on Fire Imagery and Cultural Meaning EMNLP 2025
Reward Model Perspectives: Whose Opinions Do Reward Models Reward? EMNLP 2025
MLLMGuard: A Multi-dimensional Safety Evaluation Suite for Multimodal Large Language Models NIPS 2024
SOBR: A Corpus for Stylometry, Obfuscation, and Bias on Reddit COLING 2024
JobFair: A Framework for Benchmarking Gender Hiring Bias in Large Language Models EMNLP 2024
Words Matter: Reducing Stigma in Online Conversations about Substance Use with Large Language Models EMNLP 2024
STOP! Benchmarking Large Language Models with Sensitivity Testing on Offensive Progressions EMNLP 2024
Giving Control Back to Models: Enabling Offensive Language Detection Models to Autonomously Identify and Mitigate Biases EMNLP 2024
A Study of Nationality Bias in Names and Perplexity using Off-the-Shelf Affect-related Tweet Classifiers EMNLP 2024
On the Influence of Gender and Race in Romantic Relationship Prediction from Large Language Models EMNLP 2024
Multilingual Bias Detection and Mitigation for Indian Languages COLING 2024
Can AI Relate: Testing Large Language Model Response for Mental Health Support EMNLP 2024
Irrelevant Alternatives Bias Large Language Model Hiring Decisions EMNLP 2024
Who is better at math, Jenny or Jingzhen? Uncovering Stereotypes in Large Language Models EMNLP 2024
“They are uncultured”: Unveiling Covert Harms and Social Threats in LLM Generated Conversations EMNLP 2024
The CyberEquity Lab at FIGNEWS 2024 Shared Task: Annotating a Corpus of Facebook Posts to Label Bias and Propaganda in Gaza-Israel War Coverage in Five Languages ACL 2024