Improving Diversity of Demographic Representation in Large Language Models via Collective-Critiques and Self-Voting
Preethi Lahoti, Nicholas Blumm, Xiao Ma, Raghavendra Kotikalapudi, Sahitya Potluri, Qijun Tan, Hansa Srinivasan, Ben Packer, Ahmad Beirami, Alex Beutel, Jilin Chen
Abstract
Preethi Lahoti, Nicholas Blumm, Xiao Ma, Raghavendra Kotikalapudi, Sahitya Potluri, Qijun Tan, Hansa Srinivasan, Ben Packer, Ahmad Beirami, Alex Beutel, Jilin Chen. Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. 2023.
Topics & Concepts
VotingDiversity (politics)Representation (politics)ChenComputer scienceLinguisticsNatural language processingSociologyPolitical scienceAnthropologyEcologyPhilosophyLawPoliticsBiologyTopic ModelingNatural Language Processing TechniquesComputational and Text Analysis Methods