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Giving Feedback on Interactive Student Programs with Meta-Exploration


Nov 16, 2022
Evan Zheran Liu, Moritz Stephan, Allen Nie, Chris Piech, Emma Brunskill, Chelsea Finn

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* Advances in Neural Information Processing Systems (NeurIPS 2022). Selected as Oral 

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The AI Teacher Test: Measuring the Pedagogical Ability of Blender and GPT-3 in Educational Dialogues


May 16, 2022
Anaïs Tack, Chris Piech

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* to be published in the Proceedings of the 15th International Conference on Educational Data Mining; 8 pages, 5 figures, 3 tables 

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Play to Grade: Testing Coding Games as Classifying Markov Decision Process


Oct 27, 2021
Allen Nie, Emma Brunskill, Chris Piech

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* NeurIPS 2021, 16 pages, 7 figures 

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Modeling Item Response Theory with Stochastic Variational Inference


Aug 26, 2021
Mike Wu, Richard L. Davis, Benjamin W. Domingue, Chris Piech, Noah Goodman

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* 33 pages of content; 5 pages appendix. arXiv admin note: text overlap with arXiv:2002.00276 

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On the Opportunities and Risks of Foundation Models


Aug 18, 2021
Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, Russ Altman, Simran Arora, Sydney von Arx, Michael S. Bernstein, Jeannette Bohg, Antoine Bosselut, Emma Brunskill, Erik Brynjolfsson, Shyamal Buch, Dallas Card, Rodrigo Castellon, Niladri Chatterji, Annie Chen, Kathleen Creel, Jared Quincy Davis, Dora Demszky, Chris Donahue, Moussa Doumbouya, Esin Durmus, Stefano Ermon, John Etchemendy, Kawin Ethayarajh, Li Fei-Fei, Chelsea Finn, Trevor Gale, Lauren Gillespie, Karan Goel, Noah Goodman, Shelby Grossman, Neel Guha, Tatsunori Hashimoto, Peter Henderson, John Hewitt, Daniel E. Ho, Jenny Hong, Kyle Hsu, Jing Huang, Thomas Icard, Saahil Jain, Dan Jurafsky, Pratyusha Kalluri, Siddharth Karamcheti, Geoff Keeling, Fereshte Khani, Omar Khattab, Pang Wei Kohd, Mark Krass, Ranjay Krishna, Rohith Kuditipudi, Ananya Kumar, Faisal Ladhak, Mina Lee, Tony Lee, Jure Leskovec, Isabelle Levent, Xiang Lisa Li, Xuechen Li, Tengyu Ma, Ali Malik, Christopher D. Manning, Suvir Mirchandani, Eric Mitchell, Zanele Munyikwa, Suraj Nair, Avanika Narayan, Deepak Narayanan, Ben Newman, Allen Nie, Juan Carlos Niebles, Hamed Nilforoshan, Julian Nyarko, Giray Ogut, Laurel Orr, Isabel Papadimitriou, Joon Sung Park, Chris Piech, Eva Portelance, Christopher Potts, Aditi Raghunathan, Rob Reich, Hongyu Ren, Frieda Rong, Yusuf Roohani, Camilo Ruiz, Jack Ryan, Christopher Ré, Dorsa Sadigh, Shiori Sagawa, Keshav Santhanam, Andy Shih, Krishnan Srinivasan, Alex Tamkin, Rohan Taori, Armin W. Thomas, Florian Tramèr, Rose E. Wang, William Wang, Bohan Wu, Jiajun Wu, Yuhuai Wu, Sang Michael Xie, Michihiro Yasunaga, Jiaxuan You, Matei Zaharia, Michael Zhang, Tianyi Zhang, Xikun Zhang, Yuhui Zhang, Lucia Zheng, Kaitlyn Zhou, Percy Liang

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* Authored by the Center for Research on Foundation Models (CRFM) at the Stanford Institute for Human-Centered Artificial Intelligence (HAI) 

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ProtoTransformer: A Meta-Learning Approach to Providing Student Feedback


Jul 23, 2021
Mike Wu, Noah Goodman, Chris Piech, Chelsea Finn

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* 9 pages content; 6 pages supplement 

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Using Radio Archives for Low-Resource Speech Recognition: Towards an Intelligent Virtual Assistant for Illiterate Users


Apr 27, 2021
Moussa Doumbouya, Lisa Einstein, Chris Piech

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Bandit-PAM: Almost Linear Time $k$-Medoids Clustering via Multi-Armed Bandits


Jun 11, 2020
Mo Tiwari, Martin Jinye Zhang, James Mayclin, Sebastian Thrun, Chris Piech, Ilan Shomorony

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* 18 pages 

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Variational Item Response Theory: Fast, Accurate, and Expressive


Feb 01, 2020
Mike Wu, Richard L. Davis, Benjamin W. Domingue, Chris Piech, Noah Goodman

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* 11 pages of content with supplement 

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