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

MABR: Multilayer Adversarial Bias Removal Without Prior Bias Knowledge AAAI 2025
FLEX: A Benchmark for Evaluating Robustness of Fairness in Large Language Models NAACL 2025
Intrinsic Bias is Predicted by Pretraining Data and Correlates with Downstream Performance in Vision-Language Encoders NAACL 2025
HESEIA: A community-based dataset for evaluating social biases in large language models, co-designed in real school settings in Latin America EMNLP 2025
BTC-SAM: Leveraging LLMs for Generation of Bias Test Cases for Sentiment Analysis Models EMNLP 2025
White Men Lead, Black Women Help? Benchmarking and Mitigating Language Agency Social Biases in LLMs ACL 2025
DECASTE: Unveiling Caste Stereotypes in Large Language Models Through Multi-Dimensional Bias Analysis IJCAI 2025
Identifying and Mitigating Social Bias Knowledge in Language Models NAACL 2025
Bias Analysis and Mitigation through Protected Attribute Detection and Regard Classification EMNLP 2025
Biases in Large Language Model-Elicited Text: A Case Study in Natural Language Inference COLING 2025
Multilingual Large Language Models Leak Human Stereotypes across Language Boundaries ACL 2025
Social Bias in Large Language Models For Bangla: An Empirical Study on Gender and Religious Bias COLING 2025
What Counts Underlying LLMs’ Moral Dilemma Judgments? ACL 2025
VisBias: Measuring Explicit and Implicit Social Biases in Vision Language Models EMNLP 2025
Who Holds the Pen? Caricature and Perspective in LLM Retellings of History EMNLP 2025
Social Bias in Multilingual Language Models: A Survey EMNLP 2025
Adapting Bias Evaluation to Domain Contexts using Generative Models EMNLP 2025
VoiceBBQ: Investigating Effect of Content and Acoustics in Social Bias of Spoken Language Model EMNLP 2025
Are Stereotypes Leading LLMs’ Zero-Shot Stance Detection ? EMNLP 2025
Fair Summarization: Bridging Quality and Diversity in Extractive Summaries NAACL 2025
Brown Like Chocolate: How Vision-Language Models Associate Skin Tone with Food Colors EMNLP 2025
Mitigating Social Bias in Large Language Models: A Multi-Objective Approach Within a Multi-Agent Framework AAAI 2025
Bias Unveiled: Investigating Social Bias in LLM-Generated Code AAAI 2025
Investigating and Mitigating Undesirable Biases in Large Language Models AAAI 2025
Bias Amplification: Large Language Models as Increasingly Biased Media IJCNLP 2025