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27 April 2024

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Results 1 to 20 of 32 for query "Orhan Firat". (0.00 sec.)

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Do Current Multi-Task Optimization Methods in Deep Learning Even Help?
Derrick Xin; Behrooz Ghorbani; Ankush Garg; Orhan Firat; Justin Gilmer;
23 Sep 2022

Building Machine Translation Systems for the Next Thousand Languages
Ankur Bapna; Isaac Caswell; Julia Kreutzer; Orhan Firat; Daan van Esch; Aditya Siddhant; Mengmeng Niu; Pallavi Baljekar; Xavier Garcia; Wolfgang Macherey; Theresa Breiner; Vera Axelrod; Jason Riesa; Yuan Cao; Mia Xu Chen; Klaus Macherey; Maxim Krikun; Pidong Wang; Alexander Gutkin; Apurva Shah; Yanping Huang; Zhifeng Chen; Yonghui Wu; Macduff Hughes;
9 May 2022

PaLM: Scaling Language Modeling with Pathways
Aakanksha Chowdhery; Sharan Narang; Jacob Devlin; Maarten Bosma; Gaurav Mishra; Adam Roberts; Paul Barham; 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; 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; Brennan Saeta; Mark Diaz; Orhan Firat; Michele Catasta; Jason Wei; Kathy Meier-Hellstern; Douglas Eck; Jeff Dean; Slav Petrov; Noah Fiedel;
5 Apr 2022

Using natural language prompts for machine translation
Xavier Garcia; Orhan Firat;
24 Feb 2022

Data Scaling Laws in NMT: The Effect of Noise and Architecture
Yamini Bansal; Behrooz Ghorbani; Ankush Garg; Biao Zhang; Maxim Krikun; Colin Cherry; Behnam Neyshabur; Orhan Firat;
4 Feb 2022

GLaM: Efficient Scaling of Language Models with Mixture-of-Experts
Nan Du; Yanping Huang; Andrew M. Dai; Simon Tong; Dmitry Lepikhin; Yuanzhong Xu; Maxim Krikun; Yanqi Zhou; Adams Wei Yu; Orhan Firat; Barret Zoph; Liam Fedus; Maarten Bosma; Zongwei Zhou; Tao Wang; Yu Emma Wang; Kellie Webster; Marie Pellat; Kevin Robinson; Kathy Meier-Hellstern; Toju Duke; Lucas Dixon; Kun Zhang; Quoc V Le; Yonghui Wu; Zhifeng Chen; Claire Cui;
13 Dec 2021

Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference
Sneha Kudugunta; Yanping Huang; Ankur Bapna; Maxim Krikun; Dmitry Lepikhin; Minh-Thang Luong; Orhan Firat;
24 Sep 2021

Towards Zero-Label Language Learning
Zirui Wang; Adams Wei Yu; Orhan Firat; Yuan Cao;
19 Sep 2021

Scaling Laws for Neural Machine Translation
Behrooz Ghorbani; Orhan Firat; Markus Freitag; Ankur Bapna; Maxim Krikun; Xavier Garcia; Ciprian Chelba; Colin Cherry;
16 Sep 2021

10.

Evaluating Multiway Multilingual NMT in the Turkic Languages
Jamshidbek Mirzakhalov; Anoop Babu; Aigiz Kunafin; Ahsan Wahab; Behzod Moydinboyev; Sardana Ivanova; Mokhiyakhon Uzokova; Shaxnoza Pulatova; Duygu Ataman; Julia Kreutzer; Francis Tyers; Orhan Firat; John Licato; Sriram Chellappan;
13 Sep 2021

11.

Towards Universality in Multilingual Text Rewriting
Xavier Garcia; Noah Constant; Mandy Guo; Orhan Firat;
30 Jul 2021

12.

Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets
Isaac Caswell; Julia Kreutzer; Lisa Wang; Ahsan Wahab; Daan van Esch; Nasanbayar Ulzii-Orshikh; Allahsera Tapo; Nishant Subramani; Artem Sokolov; Claytone Sikasote; Monang Setyawan; Supheakmungkol Sarin; Sokhar Samb; Benoît Sagot; Clara Rivera; Annette Rios; Isabel Papadimitriou; Salomey Osei; Pedro Javier Ortiz Suárez; Iroro Orife; Kelechi Ogueji; Rubungo Andre Niyongabo; Toan Q. Nguyen; Mathias Müller; André Müller; Shamsuddeen Hassan Muhammad; Nanda Muhammad; Ayanda Mnyakeni; Jamshidbek Mirzakhalov; Tapiwanashe Matangira; Colin Leong; Nze Lawson; Sneha Kudugunta; Yacine Jernite; Mathias Jenny; Orhan Firat; Bonaventure F. P. Dossou; Sakhile Dlamini; Nisansa de Silva; Sakine Çabuk Ballı; Stella Biderman; Alessia Battisti; Ahmed Baruwa; Ankur Bapna; Pallavi Baljekar; Israel Abebe Azime; Ayodele Awokoya; Duygu Ataman; Orevaoghene Ahia; Oghenefego Ahia; Sweta Agrawal; Mofetoluwa Adeyemi;
22 Mar 2021

13.

Towards Continual Learning for Multilingual Machine Translation via Vocabulary Substitution
Xavier Garcia; Noah Constant; Ankur P. Parikh; Orhan Firat;
11 Mar 2021

14.

Rapid Domain Adaptation for Machine Translation with Monolingual Data
Mahdis Mahdieh; Mia Xu Chen; Yuan Cao; Orhan Firat;
23 Oct 2020

15.

Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages
Xavier Garcia; Aditya Siddhant; Orhan Firat; Ankur P. Parikh;
23 Sep 2020

16.

Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation
Aditya Siddhant; Ankur Bapna; Yuan Cao; Orhan Firat; Mia Chen; Sneha Kudugunta; Naveen Arivazhagan; Yonghui Wu;
11 May 2020

17.

Controlling Computation versus Quality for Neural Sequence Models
Ankur Bapna; Naveen Arivazhagan; Orhan Firat;
17 Feb 2020

18.

On the Importance of Word Boundaries in Character-level Neural Machine Translation
Duygu Ataman; Orhan Firat; Mattia A. Di Gangi; Marcello Federico; Alexandra Birch;
15 Oct 2019

19.

Simple, Scalable Adaptation for Neural Machine Translation
Ankur Bapna; Naveen Arivazhagan; Orhan Firat;
18 Sep 2019

20.

Adaptive Scheduling for Multi-Task Learning
Sébastien Jean; Orhan Firat; Melvin Johnson;
13 Sep 2019

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