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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

GPT is Not an Annotator: The Necessity of Human Annotation in Fairness Benchmark Construction ACL 2024
Crossing Linguistic Horizons: Finetuning and Comprehensive Evaluation of Vietnamese Large Language Models NAACL 2024
Born Differently Makes a Difference: Counterfactual Study of Bias in Biography Generation from a Data-to-Text Perspective ACL 2024
Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias NIPS 2024
BSC-LANGTECH at FIGNEWS 2024 Shared Task: Exploring Semi-Automatic Bias Annotation using Frame Analysis ACL 2024
Unveiling the Tapestry of Automated Essay Scoring: A Comprehensive Investigation of Accuracy, Fairness, and Generalizability AAAI 2024
The FIGNEWS Shared Task on News Media Narratives ACL 2024
Measuring Political Bias in Large Language Models: What Is Said and How It Is Said ACL 2024
Humans or LLMs as the Judge? A Study on Judgement Bias EMNLP 2024
SQUad at FIGNEWS 2024 Shared Task: Unmasking Bias in Social Media Through Data Analysis and Annotation ACL 2024
ChatGPT Doesn’t Trust Chargers Fans: Guardrail Sensitivity in Context EMNLP 2024
”So, are you a different person today?” Analyzing Bias in Questions during Parole Hearings EMNLP 2024
Adventures of Trustworthy Vision-Language Models: A Survey AAAI 2024
Instant Messaging Platforms News Multi-Task Classification for Stance, Sentiment, and Discrimination Detection COLING 2024
FrenchToxicityPrompts: a Large Benchmark for Evaluating and Mitigating Toxicity in French Texts COLING 2024
Why the Unexpected? Dissecting the Political and Economic Bias in Persian Small and Large Language Models COLING 2024
Exploring the Relationship Between Intrinsic Stigma in Masked Language Models and Training Data Using the Stereotype Content Model COLING 2024
FairBelief - Assessing Harmful Beliefs in Language Models NAACL 2024
Mining, Assessing, and Improving Arguments in NLP and the Social Sciences COLING 2024
RuBia: A Russian Language Bias Detection Dataset COLING 2024
Curation of Benchmark Templates for Measuring Gender Bias in Named Entity Recognition Models COLING 2024
CBBQ: A Chinese Bias Benchmark Dataset Curated with Human-AI Collaboration for Large Language Models COLING 2024
Revisiting the Classics: A Study on Identifying and Rectifying Gender Stereotypes in Rhymes and Poems COLING 2024
Are Text Classifiers Xenophobic? A Country-Oriented Bias Detection Method with Least Confounding Variables COLING 2024
A Trip Towards Fairness: Bias and De-Biasing in Large Language Models NAACL 2024