On Measuring Social Biases in Prompt-Based Multi-Task Learning

On Measuring Social Biases in Prompt-Based Multi-Task Learning

23 May 2022

Afra Feyza Akyürek

Muhammed Yusuf Kocyigit

cSerife Leman Runyun

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Papers citing "On Measuring Social Biases in Prompt-Based Multi-Task Learning"

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Title
Developing A Framework to Support Human Evaluation of Bias in Generated Free Response Text Jennifer Healey Laurie Byrum Md Nadeem Akhtar Surabhi Bhargava Moumita Sinha 60 0 0 05 May 2025
Evaluating Nuanced Bias in Large Language Model Free Response Answers Jennifer Healey Laurie Byrum Md Nadeem Akhtar Moumita Sinha 55 1 0 11 Jul 2024
The Devil is in the Neurons: Interpreting and Mitigating Social Biases in Pre-trained Language Models Yan Liu Yu Liu Xiaokang Chen Pin-Yu Chen Daoguang Zan Min-Yen Kan Tsung-Yi Ho 114 2 0 14 Jun 2024
Mitigating Bias for Question Answering Models by Tracking Bias Influence Mingyu Derek Ma Jiun-Yu Kao Arpit Gupta Yu-Hsiang Lin Wenbo Zhao Tagyoung Chung Wei Wang Kai-Wei Chang Nanyun Peng 74 4 0 13 Oct 2023
Survey of Social Bias in Vision-Language Models Nayeon Lee Yejin Bang Holy Lovenia Samuel Cahyawijaya Wenliang Dai Pascale Fung VLM 126 19 0 24 Sep 2023
Assisting Language Learners: Automated Trans-Lingual Definition Generation via Contrastive Prompt Learning Hengyuan Zhang Dawei Li Yanran Li Chenming Shang Chufan Shi Yong Jiang 155 15 0 09 Jun 2023
Uncovering and Quantifying Social Biases in Code Generation Yang Liu Xiaokang Chen Yan Gao Zhe Su Fengji Zhang Daoguang Zan Jian-Guang Lou Pin-Yu Chen Tsung-Yi Ho 92 20 0 24 May 2023
Keeping Up with the Language Models: Robustness-Bias Interplay in NLI Data and Models Ioana Baldini Chhavi Yadav Payel Das Kush R. Varshney MLAU 90 3 0 22 May 2023
Undesirable Biases in NLP: Addressing Challenges of Measurement Oskar van der Wal Dominik Bachmann Alina Leidinger L. Maanen Willem H. Zuidema K. Schulz 86 7 0 24 Nov 2022