Ankur Bapna

Senior Software Engineer

Google Research

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Working on applied research in large scale NLP and Deep Learning.

Papers25 papers

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Language ID in the Wild: Unexpected Challenges on the Path to a Thousand-Language Web Text Corpus

Isaac Caswell, Theresa Breiner, Daan van Esch,Ankur Bapna

COLING, pp.6588-6608, (2020)

EIBibtex

Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation

Aditya Siddhant, Melvin Johnson, Henry Tsai, Naveen Ari,Ankur Bapna,Orhan Firat, Jason Riesa, Karthik Raman

national conference on artificial intelligence, (2020)

Bibtex

Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation

Siddhant Aditya,Bapna Ankur,Cao Yuan,Firat Orhan,Chen Mia,Kudugunta Sneha,Arivazhagan Naveen,Wu Yonghui

ACL, pp.2827-2835, (2020)

EIBibtex

Controlling Computation versus Quality for Neural Sequence Models

Bapna Ankur,Arivazhagan Naveen,Firat Orhan

Bibtex

Faster Transformer Decoding: N-gram Masked Self-Attention

Chelba Ciprian,Chen Mia,Bapna Ankur, Shazeer Noam

Cited by3Bibtex

Investigating Multilingual NMT Representations at Scale

Kudugunta Sneha Reddy,Bapna Ankur, Caswell Isaac,Arivazhagan Naveen,Firat Orhan

Bibtex

The Missing Ingredient in Zero-Shot Neural Machine Translation

Naveen Arivazhagan,Ankur Bapna,Orhan Firat,Roee Aharoni, Melvin Johnson,Wolfgang Macherey

arXiv: Computation and Language, (2019)

EIBibtex

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

Jonathan Shen,Patrick Nguyen,Yonghui Wu,Zhifeng Chen, Mia X. Chen, Ye Jia, Anjuli Kannan,Tara N. Sainath,Yuan Cao,Chung-Cheng Chiu, Yanzhang He, Jan Chorowski

arXiv: Learning, (2019)

Cited by37EIBibtex

Non-Parametric Adaptation for Neural Machine Translation

Ankur Bapna,Orhan Firat

North American Chapter of the Association for Computational Linguistics, (2019): 1921-1931

Cited by13EIBibtex

Simple, Scalable Adaptation for Neural Machine Translation

Bapna Ankur,Arivazhagan Naveen,Firat Orhan

Cited by11Bibtex

Investigating Multilingual NMT Representations at Scale

Sneha Kudugunta,Ankur Bapna, Isaac Caswell, Orhan Firat

EMNLP/IJCNLP (1), pp.1565-1575, (2019)

EIBibtex

Simple, Scalable Adaptation for Neural Machine Translation

Ankur Bapna,Orhan Firat

EMNLP/IJCNLP (1), pp.1538-1548, (2019)

EIBibtex

Fill in the Blanks: Imputing Missing Sentences for Larger-Context Neural Machine Translation

Jean Sébastien,Bapna Ankur,Firat Orhan

Bibtex

GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism

Yanping Huang,Youlong Cheng,Ankur Bapna,Orhan Firat, Dehao Chen,Mia Chen, HyoukJoong Lee,Jiquan Ngiam,Quoc V. Le,Yonghui Wu,zhifeng Chen

pp.103-112 (2019)

Cited by181EIBibtex

GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism

Yanping Huang,Youlong Cheng,Ankur Bapna,Orhan Firat, Mia Xu Chen, Dehao Chen, HyoukJoong Lee,Jiquan Ngiam,Quoc V. Le,Yonghui Wu,Zhifeng Chen

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), (2019)

Bibtex

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

Arivazhagan Naveen,Bapna Ankur,Firat Orhan, Lepikhin Dmitry, Johnson Melvin, Krikun Maxim, Chen Mia Xu,Cao Yuan,Foster George, Cherry Colin,Macherey Wolfgang,Chen Zhifeng

Cited by21Bibtex

Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation

Siddhant Aditya, Johnson Melvin, Tsai Henry,Arivazhagan Naveen, Riesa Jason,Bapna Ankur,Firat Orhan, Raman Karthik

Cited by6Bibtex

Large-Scale Multilingual Speech Recognition with a Streaming End-to-End Model

Anjuli Kannan, Arindrima Datta,Tara N. Sainath, Eugene Weinstein,Bhuvana Ramabhadran,Yonghui Wu,Ankur Bapna,Zhifeng Chen, Seungji Lee

INTERSPEECH, pp.2130-2134, (2019)

Cited by7EIBibtex

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

Mia Xu Chen,Orhan Firat,Ankur Bapna, Melvin Johnson,Wolfgang Macherey,George Foster, Llion Jones,Mike Schuster, Noam Shazeer, Niki Parmar,Ashish Vaswani,Jakob Uszkoreit

meeting of the association for computational linguistics, (2018): 76-86

Bibtex

Revisiting Character-Based Neural Machine Translation with Capacity and Compression

Colin Cherry,George Foster,Ankur Bapna,Orhan Firat,Wolfgang Macherey

EMNLP, (2018): 4295-4305

Cited by38EIBibtex

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