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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

On Second Thought, Let’s Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning ACL 2023
SeeGULL: A Stereotype Benchmark with Broad Geo-Cultural Coverage Leveraging Generative Models ACL 2023
Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models ACL 2023
Stereotypes and Smut: The (Mis)representation of Non-cisgender Identities by Text-to-Image Models ACL 2023
DeAR: Debiasing Vision-Language Models With Additive Residuals CVPR 2023
“Kelly is a Warm Person, Joseph is a Role Model”: Gender Biases in LLM-Generated Reference Letters EMNLP 2023
Statistically Profiling Biases in Natural Language Reasoning Datasets and Models EMNLP 2023
‘Person’ == Light-skinned, Western Man, and Sexualization of Women of Color: Stereotypes in Stable Diffusion EMNLP 2023
Assessing and Enforcing Fairness in the AI Lifecycle IJCAI 2023
Can a Prediction’s Rank Offer a More Accurate Quantification of Bias? A Case Study Measuring Sexism in Debiased Language Models AACL 2023
ROBBIE: Robust Bias Evaluation of Large Generative Language Models EMNLP 2023
Quantifying Bias from Decoding Techniques in Natural Language Generation COLING 2022
Text Characterization Toolkit (TCT) AACL 2022
Exploring the Effects of Negation and Grammatical Tense on Bias Probes AACL 2022
Auditing Saliency Cropping Algorithms WACV 2022
VLStereoSet: A Study of Stereotypical Bias in Pre-trained Vision-Language Models IJCNLP 2022
The Battlefront of Combating Misinformation and Coping with Media Bias IJCNLP 2022
Re-contextualizing Fairness in NLP: The Case of India IJCNLP 2022
VisCUIT: Visual Auditor for Bias in CNN Image Classifier CVPR 2022
Leveraging Wikipedia article evolution for promotional tone detection ACL 2022
FairLib: A Unified Framework for Assessing and Improving Fairness EMNLP 2022
Rethinking the Authorship Verification Experimental Setups EMNLP 2022
Looking at the Overlooked: An Analysis on the Word-Overlap Bias in Natural Language Inference EMNLP 2022
Bridging Fairness and Environmental Sustainability in Natural Language Processing EMNLP 2022
Towards Identifying Social Bias in Dialog Systems: Framework, Dataset, and Benchmark EMNLP 2022