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

The Missing Cause: An Analysis of Causal Attributions in Reporting on Palestine COLING 2025

Detecting Bias and Intersectional Bias in Italian Word Embeddings and Language Models ACL 2025

Bias Detection in Media: Traditional Models vs. Transformers in Analyzing Social Media Coverage of the Israeli-Gaza Conflict COLING 2025

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

FairI Tales: Evaluation of Fairness in Indian Contexts with a Focus on Bias and Stereotypes ACL 2025

From civility to parity: Marxist-feminist ethics for context-aware algorithmic content moderation ACL 2025

Bias in Danish Medical Notes: Infection Classification of Long Texts Using Transformer and LSTM Architectures Coupled with BERT NAACL 2025

Are LLMs (Really) Ideological? An IRT-based Analysis and Alignment Tool for Perceived Socio-Economic Bias in LLMs ACL 2025

LADDER: Language-Driven Slice Discovery and Error Rectification in Vision Classifiers ACL 2025

“All that Glitters”: Techniques for Evaluations with Unreliable Model and Human Annotations NAACL 2025

‘Rich Dad, Poor Lad’: How do Large Language Models Contextualize Socioeconomic Factors in College Admission ? EMNLP 2025

Blind Men and the Elephant: Diverse Perspectives on Gender Stereotypes in Benchmark Datasets EMNLP 2025

PakBBQ: A Culturally Adapted Bias Benchmark for QA EMNLP 2025

RAcQUEt: Unveiling the Dangers of Overlooked Referential Ambiguity in Visual LLMs EMNLP 2025

Intrinsic Linguistic Bias in Formal vs. Informal Bengali Pragmatics with Progressive Context Inflation IJCNLP 2025

EtiCor++: Towards Understanding Etiquettical Bias in LLMs ACL 2025

MEDEQUALQA: Evaluating Biases in LLMs with Counterfactual Reasoning IJCNLP 2025

Are you sure? Measuring models bias in content moderation through uncertainty EMNLP 2025

Understanding Microtargeting Pattern on Social Media AAAI 2025

Neutral Is Not Unbiased: Evaluating Implicit and Intersectional Identity Bias in LLMs Through Structured Narrative Scenarios EMNLP 2025

Human-Centered Disability Bias Detection in Large Language Models IJCNLP 2025

A Rapid Test for Accuracy and Bias of Face Recognition Technology WACV 2025

Detecting Hyperpartisanship and Rhetorical Bias in Climate Journalism: A Sentence-Level Italian Dataset ACL 2025

SAGED: A Holistic Bias-Benchmarking Pipeline for Language Models with Customisable Fairness Calibration COLING 2025

Large Language Models as Reader for Bias Detection EMNLP 2025