Xavier Garcia - researchr alias

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Viewing Publication 1 - 21 from 21

2023

PaLM: Scaling Language Modeling with PathwaysAakanksha Chowdhery, Sharan Narang, Jacob Devlin, Maarten Bosma, Gaurav Mishra, Adam Roberts, Paul Barham 0001, Hyung Won Chung, Charles Sutton, Sebastian Gehrmann, Parker Schuh, Kensen Shi, Sasha Tsvyashchenko, Joshua Maynez, Abhishek Rao, Parker Barnes, Yi Tay, Noam Shazeer, Vinodkumar Prabhakaran, Emily Reif, Nan Du 0002, Ben Hutchinson, Reiner Pope, James Bradbury, Jacob Austin, Michael Isard, Guy Gur-Ari, Pengcheng Yin, Toju Duke, Anselm Levskaya, Sanjay Ghemawat, Sunipa Dev, Henryk Michalewski, Xavier Garcia, Vedant Misra, Kevin Robinson, Liam Fedus, Denny Zhou, Daphne Ippolito, David Luan, Hyeontaek Lim, Barret Zoph, Alexander Spiridonov, Ryan Sepassi, David Dohan, Shivani Agrawal, Mark Omernick, Andrew M. Dai, Thanumalayan Sankaranarayana Pillai, Marie Pellat, Aitor Lewkowycz, Erica Moreira, Rewon Child, Oleksandr Polozov, Katherine Lee, Zongwei Zhou, Xuezhi Wang 0002, Brennan Saeta, Mark Diaz, Orhan Firat, Michele Catasta, Jason Wei, Kathy Meier-Hellstern, Douglas Eck, Jeff Dean, Slav Petrov, Noah Fiedel. jmlr, 24, 2023. [doi]

UniMax: Fairer and More Effective Language Sampling for Large-Scale Multilingual PretrainingHyung Won Chung, Xavier Garcia, Adam Roberts, Yi Tay, Orhan Firat, Sharan Narang, Noah Constant. iclr 2023: [doi]

Scaling Laws for Multilingual Neural Machine TranslationPatrick Fernandes, Behrooz Ghorbani, Xavier Garcia, Markus Freitag, Orhan Firat. icml 2023: 10053-10071 [doi]

The Unreasonable Effectiveness of Few-shot Learning for Machine TranslationXavier Garcia, Yamini Bansal, Colin Cherry, George F. Foster, Maxim Krikun, Melvin Johnson, Orhan Firat. icml 2023: 10867-10878 [doi]

MADLAD-400: A Multilingual And Document-Level Large Audited DatasetSneha Kudugunta, Isaac Caswell, Biao Zhang 0006, Xavier Garcia, Derrick Xin, Aditya Kusupati, Romi Stella, Ankur Bapna, Orhan Firat. nips 2023: [doi]

Measuring the Impact of Programming Language DistributionGabriel Orlanski, Kefan Xiao, Xavier Garcia, Jeffrey Hui, Joshua Howland, Jonathan Malmaud, Jacob Austin, Rishabh Singh, Michele Catasta. icml 2023: 26619-26645 [doi]

Interactive-Chain-Prompting: Ambiguity Resolution for Crosslingual Conditional Generation with InteractionJonathan Pilault, Xavier Garcia, Arthur Brazinskas, Orhan Firat. ijcnlp 2023: 455-483 [doi]

FRMT: A Benchmark for Few-Shot Region-Aware Machine TranslationParker Riley, Timothy Dozat, Jan A. Botha, Xavier Garcia, Dan Garrette, Jason Riesa, Orhan Firat, Noah Constant. tacl, 11:671-685, 2023. [doi]

Transcending Scaling Laws with 0.1% Extra ComputeYi Tay, Jason Wei, Hyung Won Chung, Vinh Q. Tran 0002, David R. So, Siamak Shakeri, Xavier Garcia, Huaixiu Steven Zheng, Jinfeng Rao, Aakanksha Chowdhery, Denny Zhou, Donald Metzler, Slav Petrov, Neil Houlsby, Quoc Le, Mostafa Dehghani 0001. emnlp 2023: 1471-1486 [doi]

UL2: Unifying Language Learning ParadigmsYi Tay, Mostafa Dehghani 0001, Vinh Q. Tran 0002, Xavier Garcia, Jason Wei, Xuezhi Wang 0002, Hyung Won Chung, Dara Bahri, Tal Schuster, Huaixiu Steven Zheng, Denny Zhou, Neil Houlsby, Donald Metzler. iclr 2023: [doi]

2022

2021

Towards Continual Learning for Multilingual Machine Translation via Vocabulary SubstitutionXavier Garcia, Noah Constant, Ankur P. Parikh, Orhan Firat. naacl 2021: 1184-1192 [doi]

Harnessing Multilinguality in Unsupervised Machine Translation for Rare LanguagesXavier Garcia, Aditya Siddhant, Orhan Firat, Ankur P. Parikh. naacl 2021: 1126-1137 [doi]

2020

A Multilingual View of Unsupervised Machine TranslationXavier Garcia, Pierre Foret, Thibault Sellam, Ankur P. Parikh. emnlp 2020: 3160-3170 [doi]

2019

Runner: A 2D platform game for physical health promotionCamille El-Habr, Xavier Garcia, Pujana Paliyawan, Ruck Thawonmas. softx, 10:100329, 2019. [doi]

2013

Nonstationary Time Series Convolution: on the Relation between the Hilbert-Huang and Fourier TransformMaik Neukirch, Xavier Garcia. aada, 5(1), 2013. [doi]

2009

Voice2Web: Architecture for Managing Voice-Application Access to Web ResourcesJan Rudinsky, Tomas Mikula, Lukas Kencl, Jakub Dolezal, Xavier Garcia. mmns 2009: 118-131 [doi]

1996

On the Potentials of Forward Error Correction Mechanisms Applied to Real-Time Services Carried over B-ISDNThomas Stock, Xavier Garcia. vizsec 1996: 107-118

1991

Remote access to the METAL translation systemJuan Alberto Alonso, Xavier Garcia, Xavier Rodellar, Francisco Xavier Rodriguez. riao 1991: 490-514

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