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Richard Zemel

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FLIRT: Feedback Loop In-context Red Teaming

Aug 08, 2023
Ninareh Mehrabi, Palash Goyal, Christophe Dupuy, Qian Hu, Shalini Ghosh, Richard Zemel, Kai-Wei Chang, Aram Galstyan, Rahul Gupta

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"I'm fully who I am": Towards Centering Transgender and Non-Binary Voices to Measure Biases in Open Language Generation

May 18, 2023
Anaelia Ovalle, Palash Goyal, Jwala Dhamala, Zachary Jaggers, Kai-Wei Chang, Aram Galstyan, Richard Zemel, Rahul Gupta

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SURFSUP: Learning Fluid Simulation for Novel Surfaces

Apr 13, 2023
Arjun Mani, Ishaan Preetam Chandratreya, Elliot Creager, Carl Vondrick, Richard Zemel

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Quantile Risk Control: A Flexible Framework for Bounding the Probability of High-Loss Predictions

Dec 27, 2022
Jake C. Snell, Thomas P. Zollo, Zhun Deng, Toniann Pitassi, Richard Zemel

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Is the Elephant Flying? Resolving Ambiguities in Text-to-Image Generative Models

Nov 17, 2022
Ninareh Mehrabi, Palash Goyal, Apurv Verma, Jwala Dhamala, Varun Kumar, Qian Hu, Kai-Wei Chang, Richard Zemel, Aram Galstyan, Rahul Gupta

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Differentially Private Decoding in Large Language Models

May 26, 2022
Jimit Majmudar, Christophe Dupuy, Charith Peris, Sami Smaili, Rahul Gupta, Richard Zemel

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Semantically Informed Slang Interpretation

May 02, 2022
Zhewei Sun, Richard Zemel, Yang Xu

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Mapping the Multilingual Margins: Intersectional Biases of Sentiment Analysis Systems in English, Spanish, and Arabic

Apr 07, 2022
António Câmara, Nina Taneja, Tamjeed Azad, Emily Allaway, Richard Zemel

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Deep Ensembles Work, But Are They Necessary?

Feb 14, 2022
Taiga Abe, E. Kelly Buchanan, Geoff Pleiss, Richard Zemel, John P. Cunningham

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Variational Model Inversion Attacks

Jan 26, 2022
Kuan-Chieh Wang, Yan Fu, Ke Li, Ashish Khisti, Richard Zemel, Alireza Makhzani

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