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Gender bias in artificial intelligence (AI) and natural language processing has garnered significant attention due to its potential impact on societal perceptions and biases.
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Wal, O., Jumelet, J., Schulz, K. & Zuidema, W. The Birth of Bias: A case study on the evolution of gender bias in an English language model. (2022)
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Kaneko, M., Imankulova, A., Bollegala, D. & Okazaki, N. Gender Bias in Masked Language Models for Multiple Languages. (2022)
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Ghosh, S. & Caliskan, A. ChatGPT Perpetuates Gender Bias in Machine Translation and Ignores Non-Gendered Pronouns: Findings across Bengali and Five other Low-Resource Languages. (2023)
2023
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Zhao, Y., Wang, B., Zhao, D., Huang, K., Wang, Y., He, R. & Hou, Y. Mind vs. Mouth: On Measuring Re-judge Inconsistency of Social Bias in Large Language Models. (2023)
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Zhuo, T., Huang, Y., Chen, C. & Xing, Z. Red teaming ChatGPT via Jailbreaking: Bias, Robustness, Reliability and Toxicity. (2023)
Cheng, M., Durmus, E. & Jurafsky, D. Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language Models. (2023)
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Sharma, M., Singh, K., Aggarwal, P. & Dutt, V. How well does GPT phish people? An investigation involving cognitive biases and feedback. 2023 IEEE European Symposium On Security And Privacy Workshops (EuroS&PW)
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Wang, H., Hee, M., Awal, M., Choo, K. & Lee, R. Evaluating GPT-3 Generated Explanations for Hateful Content Moderation. (2023)
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Salewski, L., Alaniz, S., Rio-Torto, I., Schulz, E. & Akata, Z. In-Context Impersonation Reveals Large Language Models’ Strengths and Biases. (2023)
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Nemani, P., Joel, Y., Vijay, P. & Liza, F. Gender Bias in Transformer Models: A comprehensive survey. (2023)
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2023
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Thakur, H., Jain, A., Vaddamanu, P., Liang, P. & Morency, L. Language Models Get a Gender Makeover: Mitigating Gender Bias with Few-Shot Data Interventions. (2023)
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Venkit, P., Gautam, S., Panchanadikar, R., Huang, T. & Wilson, S. Nationality Bias in Text Generation. (2023)
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Treude, C. & Hata, H. She Elicits Requirements and He Tests: Software Engineering Gender Bias in Large Language Models. (2023)
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Martinková, S., Stańczak, K. & Augenstein, I. Measuring Gender Bias in West Slavic Language Models. (2023)
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