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WebGPT: Browser-assisted question-answering with human feedback


Dec 17, 2021
Reiichiro Nakano, Jacob Hilton, Suchir Balaji, Jeff Wu, Long Ouyang, Christina Kim, Christopher Hesse, Shantanu Jain, Vineet Kosaraju, William Saunders, Xu Jiang, Karl Cobbe, Tyna Eloundou, Gretchen Krueger, Kevin Button, Matthew Knight, Benjamin Chess, John Schulman

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* 30 pages 

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Evaluating Large Language Models Trained on Code


Jul 14, 2021
Mark Chen, Jerry Tworek, Heewoo Jun, Qiming Yuan, Henrique Ponde de Oliveira Pinto, Jared Kaplan, Harri Edwards, Yuri Burda, Nicholas Joseph, Greg Brockman, Alex Ray, Raul Puri, Gretchen Krueger, Michael Petrov, Heidy Khlaaf, Girish Sastry, Pamela Mishkin, Brooke Chan, Scott Gray, Nick Ryder, Mikhail Pavlov, Alethea Power, Lukasz Kaiser, Mohammad Bavarian, Clemens Winter, Philippe Tillet, Felipe Petroski Such, Dave Cummings, Matthias Plappert, Fotios Chantzis, Elizabeth Barnes, Ariel Herbert-Voss, William Hebgen Guss, Alex Nichol, Alex Paino, Nikolas Tezak, Jie Tang, Igor Babuschkin, Suchir Balaji, Shantanu Jain, William Saunders, Christopher Hesse, Andrew N. Carr, Jan Leike, Josh Achiam, Vedant Misra, Evan Morikawa, Alec Radford, Matthew Knight, Miles Brundage, Mira Murati, Katie Mayer, Peter Welinder, Bob McGrew, Dario Amodei, Sam McCandlish, Ilya Sutskever, Wojciech Zaremba

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* corrected typos, added references, added authors, added acknowledgements 

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Recovering True Classifier Performance in Positive-Unlabeled Learning


Feb 02, 2017
Shantanu Jain, Martha White, Predrag Radivojac

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* Full paper with supplement 

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Estimating the class prior and posterior from noisy positives and unlabeled data


Jan 31, 2017
Shantanu Jain, Martha White, Predrag Radivojac

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* Fixed a typo in the MSGMM update equations in the appendix. Other minor changes 

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Nonparametric semi-supervised learning of class proportions


Jan 08, 2016
Shantanu Jain, Martha White, Michael W. Trosset, Predrag Radivojac

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