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

Why the Unexpected? Dissecting the Political and Economic Bias in Persian Small and Large Language Models COLING 2024

FrenchToxicityPrompts: a Large Benchmark for Evaluating and Mitigating Toxicity in French Texts COLING 2024

Instant Messaging Platforms News Multi-Task Classification for Stance, Sentiment, and Discrimination Detection COLING 2024

SOBR: A Corpus for Stylometry, Obfuscation, and Bias on Reddit COLING 2024

Multilingual Bias Detection and Mitigation for Indian Languages COLING 2024

Quantifying Generative Media Bias with a Corpus of Real-world and Generated News Articles EMNLP 2024

SocialCounterfactuals: Probing and Mitigating Intersectional Social Biases in Vision-Language Models with Counterfactual Examples CVPR 2024

Discover and Mitigate Multiple Biased Subgroups in Image Classifiers CVPR 2024

Crossing Linguistic Horizons: Finetuning and Comprehensive Evaluation of Vietnamese Large Language Models NAACL 2024

Addressing Healthcare-related Racial and LGBTQ+ Biases in Pretrained Language Models NAACL 2024

Identifying Fairness Issues in Automatically Generated Testing Content NAACL 2024

DAIC-WOZ: On the Validity of Using the Therapist’s prompts in Automatic Depression Detection from Clinical Interviews NAACL 2024

The Crime of Being Poor: Associations between Crime and Poverty on Social Media in Eight Countries NAACL 2024

LLMs as Narcissistic Evaluators: When Ego Inflates Evaluation Scores ACL 2024

The Guidelines Specialists at FIGNEWS 2024 Shared Task: An annotation guideline to Unravel Bias in News Media Narratives Using a Linguistic Approach ACL 2024

Sina at FigNews 2024: Multilingual Datasets Annotated with Bias and Propaganda. ACL 2024

LexiconLadies at FIGNEWS 2024 Shared Task: Identifying Keywords for Bias Annotation Guidelines of Facebook News Headlines on the Israel-Palestine 2023 War ACL 2024

Examining Gender and Racial Bias in Large Vision–Language Models Using a Novel Dataset of Parallel Images EACL 2024

Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias NIPS 2024

Identifying Reasons for Bias: An Argumentation-Based Approach AAAI 2024

Do Large Language Models Discriminate in Hiring Decisions on the Basis of Race, Ethnicity, and Gender? ACL 2024

John vs. Ahmed: Debate-Induced Bias in Multilingual LLMs ACL 2024

DRAGON at FIGNEWS 2024 Shared Task: a Dedicated RAG for October 7th conflict News ACL 2024

NLPColab at FigNews 2024 Shared Task: Challenges in Bias and Propaganda Annotation for News Media ACL 2024

Ceasefire at FIGNEWS 2024 Shared Task: Automated Detection and Annotation of Media Bias Using Large Language Models ACL 2024