bias detection

419 papers

Explore in graph

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

Multilingual Bias Detection and Mitigation for Indian Languages COLING 2024

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

Who is better at math, Jenny or Jingzhen? Uncovering Stereotypes in Large Language Models EMNLP 2024

Exploring the Relationship Between Intrinsic Stigma in Masked Language Models and Training Data Using the Stereotype Content Model COLING 2024

Moral Foundations of Large Language Models EMNLP 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

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

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

Unveiling the Tapestry of Automated Essay Scoring: A Comprehensive Investigation of Accuracy, Fairness, and Generalizability AAAI 2024

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

A Unified Framework and Dataset for Assessing Societal Bias in Vision-Language Models EMNLP 2024

CAVA: A Tool for Cultural Alignment Visualization & Analysis EMNLP 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

Irrelevant Alternatives Bias Large Language Model Hiring Decisions EMNLP 2024

Bias Detection via Signaling NIPS 2024

Exploring Inherent Biases in LLMs within Korean Social Context: A Comparative Analysis of ChatGPT and GPT-4 NAACL 2024

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

AAVENUE: Detecting LLM Biases on NLU Tasks in AAVE via a Novel Benchmark EMNLP 2024