Orhan Firat

Best Publications

• PaLM: Scaling Language Modeling with Pathways

  Unknown

  2120
  Citations

• Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

  Unknown

  1033
  Citations

• Gemini: A Family of Highly Capable Multimodal Models

  Unknown

  781
  Citations

• On using monolingual corpora in neural machine translation

  Çaglar Gülçehre;Orhan Firat;Kelvin Xu;Kyunghyun Cho

  724
  Citations

• PaLM 2 Technical Report

  Unknown

  577
  Citations

• XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation

  Junjie Hu;Sebastian Ruder;Aditya Siddhant;Graham Neubig

  479
  Citations

• GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding

  Dmitry Lepikhin;HyoukJoong Lee;Yuanzhong Xu;Dehao Chen

  411
  Citations

• Nematus: a Toolkit for Neural Machine Translation

  Rico Sennrich;Orhan Firat;Kyunghyun Cho;Alexandra Birch

  407
  Citations

• Massively Multilingual Neural Machine Translation

  Unknown

  403
  Citations

• Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges

  Naveen Arivazhagan;Ankur Bapna;Orhan Firat;Dmitry Lepikhin

  384
  Citations

• GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding

  Dmitry Lepikhin;HyoukJoong Lee;Yuanzhong Xu;Dehao Chen

  357
  Citations

• GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism

  Yanping Huang;Youlong Cheng;Ankur Bapna;Orhan Firat

  305
  Citations

• XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization

  Junjie Hu;Sebastian Ruder;Aditya Siddhant;Graham Neubig

  301
  Citations

• Simple, Scalable Adaptation for Neural Machine Translation

  Unknown

  301
  Citations

• Zero-Resource Translation with Multi-Lingual Neural Machine Translation

  Orhan Firat;Baskaran Sankaran;Yaser Al-Onaizan;Fatos T. Yarman Vural

  263
  Citations

• Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling

  Jonathan Shen;Patrick Nguyen;Yonghui Wu;Zhifeng Chen

  253
  Citations

• The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation

  Mia Xu Chen;Orhan Firat;Ankur Bapna;Melvin Johnson

  178
  Citations

• Montreal Neural Machine Translation Systems for WMT’15

  Sébastien Jean;Orhan Firat;Kyunghyun Cho;Roland Memisevic

  175
  Citations

• GLaM: Efficient Scaling of Language Models with Mixture-of-Experts

  Unknown

  168
  Citations

• Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets

  Unknown

  165
  Citations