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Sebastian Goodman
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PaLI: A Jointly-Scaled Multilingual Language-Image Model


Sep 16, 2022
Xi Chen, Xiao Wang, Soravit Changpinyo, AJ Piergiovanni, Piotr Padlewski, Daniel Salz, Sebastian Goodman, Adam Grycner, Basil Mustafa, Lucas Beyer, Alexander Kolesnikov, Joan Puigcerver, Nan Ding, Keran Rong, Hassan Akbari, Gaurav Mishra, Linting Xue, Ashish Thapliyal, James Bradbury, Weicheng Kuo, Mojtaba Seyedhosseini, Chao Jia, Burcu Karagol Ayan, Carlos Riquelme, Andreas Steiner, Anelia Angelova, Xiaohua Zhai, Neil Houlsby, Radu Soricut

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PreSTU: Pre-Training for Scene-Text Understanding


Sep 12, 2022
Jihyung Kil, Soravit Changpinyo, Xi Chen, Hexiang Hu, Sebastian Goodman, Wei-Lun Chao, Radu Soricut

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Scaling Up Models and Data with $\texttt{t5x}$ and $\texttt{seqio}$


Mar 31, 2022
Adam Roberts, Hyung Won Chung, Anselm Levskaya, Gaurav Mishra, James Bradbury, Daniel Andor, Sharan Narang, Brian Lester, Colin Gaffney, Afroz Mohiuddin, Curtis Hawthorne, Aitor Lewkowycz, Alex Salcianu, Marc van Zee, Jacob Austin, Sebastian Goodman, Livio Baldini Soares, Haitang Hu, Sasha Tsvyashchenko, Aakanksha Chowdhery, Jasmijn Bastings, Jannis Bulian, Xavier Garcia, Jianmo Ni, Andrew Chen, Kathleen Kenealy, Jonathan H. Clark, Stephan Lee, Dan Garrette, James Lee-Thorp, Colin Raffel, Noam Shazeer, Marvin Ritter, Maarten Bosma, Alexandre Passos, Jeremy Maitin-Shepard, Noah Fiedel, Mark Omernick, Brennan Saeta, Ryan Sepassi, Alexander Spiridonov, Joshua Newlan, Andrea Gesmundo

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Bridging the Gap Between Practice and PAC-Bayes Theory in Few-Shot Meta-Learning


May 28, 2021
Nan Ding, Xi Chen, Tomer Levinboim, Sebastian Goodman, Radu Soricut

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TeaForN: Teacher-Forcing with N-grams


Oct 09, 2020
Sebastian Goodman, Nan Ding, Radu Soricut

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* to be published in EMNLP 2020 
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Multi-Image Summarization: Textual Summary from a Set of Cohesive Images


Jun 15, 2020
Nicholas Trieu, Sebastian Goodman, Pradyumna Narayana, Kazoo Sone, Radu Soricut

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* 9 pages, 5 figures 
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ALBERT: A Lite BERT for Self-supervised Learning of Language Representations


Oct 30, 2019
Zhenzhong Lan, Mingda Chen, Sebastian Goodman, Kevin Gimpel, Piyush Sharma, Radu Soricut

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Multi-stage Pretraining for Abstractive Summarization


Sep 23, 2019
Sebastian Goodman, Zhenzhong Lan, Radu Soricut

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