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Gender Bias induced from Data Generation

Gender Bias induced from Data Generation

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Fig. 3: Biased scenario of caption generation
Fig. 4: Gender Bias induced from Data Generation
Fig. 6: Transfer Learning Paradigm: Knowledge sharing between domains...
Fig. 7: Casual Mediation Analysis
Fig. 8: Contextual Addition on Task Specific Model
Gender Bias in Transformer Models: A comprehensive survey
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  • Jun 2023
Gender bias in artificial intelligence (AI) has emerged as a pressing concern with profound implications for individuals' lives. This paper presents a comprehensive survey that explores gender bias in Transformer models from a linguistic perspective. While the existence of gender bias in language models has been acknowledged in previous studies, th...
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