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Alex Beutel

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Generalized People Diversity: Learning a Human Perception-Aligned Diversity Representation for People Images

Jan 25, 2024
Hansa Srinivasan, Candice Schumann, Aradhana Sinha, David Madras, Gbolahan Oluwafemi Olanubi, Alex Beutel, Susanna Ricco, Jilin Chen

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Multi-Group Fairness Evaluation via Conditional Value-at-Risk Testing

Dec 06, 2023
Lucas Monteiro Paes, Ananda Theertha Suresh, Alex Beutel, Flavio P. Calmon, Ahmad Beirami

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Controlled Decoding from Language Models

Oct 25, 2023
Sidharth Mudgal, Jong Lee, Harish Ganapathy, YaGuang Li, Tao Wang, Yanping Huang, Zhifeng Chen, Heng-Tze Cheng, Michael Collins, Trevor Strohman, Jilin Chen, Alex Beutel, Ahmad Beirami

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Improving Few-shot Generalization of Safety Classifiers via Data Augmented Parameter-Efficient Fine-Tuning

Oct 25, 2023
Ananth Balashankar, Xiao Ma, Aradhana Sinha, Ahmad Beirami, Yao Qin, Jilin Chen, Alex Beutel

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Break it, Imitate it, Fix it: Robustness by Generating Human-Like Attacks

Oct 25, 2023
Aradhana Sinha, Ananth Balashankar, Ahmad Beirami, Thi Avrahami, Jilin Chen, Alex Beutel

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

Oct 25, 2023
Preethi Lahoti, Nicholas Blumm, Xiao Ma, Raghavendra Kotikalapudi, Sahitya Potluri, Qijun Tan, Hansa Srinivasan, Ben Packer, Ahmad Beirami, Alex Beutel, Jilin Chen

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Learning from Negative User Feedback and Measuring Responsiveness for Sequential Recommenders

Aug 23, 2023
Yueqi Wang, Yoni Halpern, Shuo Chang, Jingchen Feng, Elaine Ya Le, Longfei Li, Xujian Liang, Min-Cheng Huang, Shane Li, Alex Beutel, Yaping Zhang, Shuchao Bi

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Towards A Scalable Solution for Improving Multi-Group Fairness in Compositional Classification

Jul 11, 2023
James Atwood, Tina Tian, Ben Packer, Meghana Deodhar, Jilin Chen, Alex Beutel, Flavien Prost, Ahmad Beirami

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Let's Do a Thought Experiment: Using Counterfactuals to Improve Moral Reasoning

Jun 25, 2023
Xiao Ma, Swaroop Mishra, Ahmad Beirami, Alex Beutel, Jilin Chen

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Improving Classifier Robustness through Active Generation of Pairwise Counterfactuals

May 22, 2023
Ananth Balashankar, Xuezhi Wang, Yao Qin, Ben Packer, Nithum Thain, Jilin Chen, Ed H. Chi, Alex Beutel

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