conftrace_

social bia

210 papers

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Co-occurring keywords

large language model (13587) bias mitigation (500) bias detection (419) gender bia (435) language model (4599) bias evaluation (123) fairness evaluation (118) bias measurement (66) sentiment analysis (2084) word embedding (1764)

Papers

Uncovering Stereotypes in Large Language Models: A Task Complexity-based Approach EACL 2024
UnMASKed: Quantifying Gender Biases in Masked Language Models through Linguistically Informed Job Market Prompts EACL 2024
Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness ACL 2024
We Don’t Talk About That: Case Studies on Intersectional Analysis of Social Bias in Large Language Models ACL 2024
Walking in Others’ Shoes: How Perspective-Taking Guides Large Language Models in Reducing Toxicity and Bias EMNLP 2024
On the social bias of speech self-supervised models INTERSPEECH 2024
SocialCounterfactuals: Probing and Mitigating Intersectional Social Biases in Vision-Language Models with Counterfactual Examples CVPR 2024
Systematic Biases in LLM Simulations of Debates EMNLP 2024
ViSAGe: A Global-Scale Analysis of Visual Stereotypes in Text-to-Image Generation ACL 2024
Investigating Subtler Biases in LLMs: Ageism, Beauty, Institutional, and Nationality Bias in Generative Models ACL 2024
ABLE: Agency-BeLiefs Embedding to Address Stereotypical Bias through Awareness Instead of Obliviousness COLING 2024
Unlearning Bias in Language Models by Partitioning Gradients ACL 2023
SeeGULL: A Stereotype Benchmark with Broad Geo-Cultural Coverage Leveraging Generative Models ACL 2023
Comparing Biases and the Impact of Multilingual Training across Multiple Languages EMNLP 2023
Conceptor-Aided Debiasing of Large Language Models EMNLP 2023
A Predictive Factor Analysis of Social Biases and Task-Performance in Pretrained Masked Language Models EMNLP 2023
KoSBI: A Dataset for Mitigating Social Bias Risks Towards Safer Large Language Model Applications ACL 2023
From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models ACL 2023
DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models ICCV 2023
A Multidimensional Analysis of Social Biases in Vision Transformers ICCV 2023
CHBias: Bias Evaluation and Mitigation of Chinese Conversational Language Models ACL 2023
Trade-Offs Between Fairness and Privacy in Language Modeling ACL 2023
Language-Agnostic Bias Detection in Language Models with Bias Probing EMNLP 2023
Bias assessment for experts in discrimination, not in computer science EACL 2023
Toward Fairness in Text Generation via Mutual Information Minimization based on Importance Sampling AISTATS 2023