Improving Diversity of Demographic Representation in Large Language Models via Collective-Critiques and Self-Voting

Preethi Lahoti, Nicholas Blumm, Xiao Ma 0010, Raghavendra Kotikalapudi, Sahitya Potluri, Qijun Tan, Hansa Srinivasan, Ben Packer, Ahmad Beirami, Alex Beutel, Jilin Chen. Improving Diversity of Demographic Representation in Large Language Models via Collective-Critiques and Self-Voting. In Houda Bouamor, Juan Pino 0001, Kalika Bali, editors, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023. pages 10383-10405, Association for Computational Linguistics, 2023. [doi]

Authors

Preethi Lahoti

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Nicholas Blumm

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Xiao Ma 0010

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Raghavendra Kotikalapudi

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Sahitya Potluri

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Qijun Tan

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Hansa Srinivasan

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Ben Packer

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Ahmad Beirami

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Alex Beutel

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Jilin Chen

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