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2020 – today
- 2022
[c16]Biao Zhang, Ankur Bapna, Melvin Johnson, Ali Dabirmoghaddam, Naveen Arivazhagan, Orhan Firat:
Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents. ACL (1) 2022: 4176-4192- [c15]Alexis Conneau, Ankur Bapna, Yu Zhang, Min Ma, Patrick von Platen, Anton Lozhkov, Colin Cherry, Ye Jia, Clara Rivera, Mihir Kale, Daan van Esch, Vera Axelrod, Simran Khanuja, Jonathan H. Clark, Orhan Firat, Michael Auli, Sebastian Ruder, Jason Riesa, Melvin Johnson:
XTREME-S: Evaluating Cross-lingual Speech Representations. INTERSPEECH 2022: 3248-3252 - [c14]Chia-Hsuan Lee, Aditya Siddhant, Viresh Ratnakar, Melvin Johnson:
DOCmT5: Document-Level Pretraining of Multilingual Language Models. NAACL-HLT (Findings) 2022: 425-437 - [i29]Ankur Bapna, Colin Cherry, Yu Zhang, Ye Jia, Melvin Johnson, Yong Cheng, Simran Khanuja, Jason Riesa, Alexis Conneau:
mSLAM: Massively multilingual joint pre-training for speech and text. CoRR abs/2202.01374 (2022) - [i28]Alexis Conneau, Ankur Bapna, Yu Zhang, Min Ma, Patrick von Platen, Anton Lozhkov, Colin Cherry, Ye Jia, Clara Rivera, Mihir Kale, Daan van Esch, Vera Axelrod, Simran Khanuja, Jonathan H. Clark, Orhan Firat, Michael Auli, Sebastian Ruder, Jason Riesa, Melvin Johnson:
XTREME-S: Evaluating Cross-lingual Speech Representations. CoRR abs/2203.10752 (2022) - [i27]Yong Cheng, Yu Zhang, Melvin Johnson, Wolfgang Macherey, Ankur Bapna:
Mu2SLAM: Multitask, Multilingual Speech and Language Models. CoRR abs/2212.09553 (2022) - 2021
- [c13]Mihir Kale, Aditya Siddhant, Rami Al-Rfou, Linting Xue, Noah Constant, Melvin Johnson:
nmT5 - Is parallel data still relevant for pre-training massively multilingual language models? ACL/IJCNLP (2) 2021: 683-691 - [c12]Simran Khanuja, Melvin Johnson, Partha P. Talukdar:
MergeDistill: Merging Language Models using Pre-trained Distillation. ACL/IJCNLP (Findings) 2021: 2874-2887 - [c11]Sahana Ramnath, Melvin Johnson, Abhirut Gupta, Aravindan Raghuveer:
HintedBT: Augmenting Back-Translation with Quality and Transliteration Hints. EMNLP (1) 2021: 1717-1733 - [c10]Sebastian Ruder, Noah Constant, Jan A. Botha, Aditya Siddhant, Orhan Firat, Jinlan Fu, Pengfei Liu, Junjie Hu, Dan Garrette, Graham Neubig, Melvin Johnson:
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation. EMNLP (1) 2021: 10215-10245 - [c9]Hyung Won Chung, Thibault Févry, Henry Tsai, Melvin Johnson, Sebastian Ruder:
Rethinking Embedding Coupling in Pre-trained Language Models. ICLR 2021 - [c8]Junjie Hu, Melvin Johnson, Orhan Firat, Aditya Siddhant, Graham Neubig:
Explicit Alignment Objectives for Multilingual Bidirectional Encoders. NAACL-HLT 2021: 3633-3643 - [i26]Prabhu Kaliamoorthi, Aditya Siddhant, Edward Li, Melvin Johnson:
Distilling Large Language Models into Tiny and Effective Students using pQRNN. CoRR abs/2101.08890 (2021) - [i25]Tony Sun, Kellie Webster, Apurva Shah, William Yang Wang, Melvin Johnson:
They, Them, Theirs: Rewriting with Gender-Neutral English. CoRR abs/2102.06788 (2021) - [i24]Xinyi Wang, Ankur Bapna, Melvin Johnson, Orhan Firat:
Gradient-guided Loss Masking for Neural Machine Translation. CoRR abs/2102.13549 (2021) - [i23]Sebastian Ruder, Noah Constant, Jan A. Botha, Aditya Siddhant, Orhan Firat, Jinlan Fu, Pengfei Liu, Junjie Hu, Graham Neubig, Melvin Johnson:
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation. CoRR abs/2104.07412 (2021) - [i22]Mihir Kale, Aditya Siddhant, Noah Constant, Melvin Johnson, Rami Al-Rfou, Linting Xue:
nmT5 - Is parallel data still relevant for pre-training massively multilingual language models? CoRR abs/2106.02171 (2021) - [i21]Simran Khanuja, Melvin Johnson, Partha P. Talukdar:
MergeDistill: Merging Pre-trained Language Models using Distillation. CoRR abs/2106.02834 (2021) - [i20]Sahana Ramnath, Melvin Johnson, Abhirut Gupta, Aravindan Raghuveer:
HintedBT: Augmenting Back-Translation with Quality and Transliteration Hints. CoRR abs/2109.04443 (2021) - [i19]Biao Zhang, Ankur Bapna, Melvin Johnson, Ali Dabirmoghaddam, Naveen Arivazhagan, Orhan Firat:
Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents. CoRR abs/2109.10341 (2021) - [i18]Ankur Bapna, Yu-An Chung, Nan Wu, Anmol Gulati, Ye Jia, Jonathan H. Clark, Melvin Johnson, Jason Riesa, Alexis Conneau, Yu Zhang:
SLAM: A Unified Encoder for Speech and Language Modeling via Speech-Text Joint Pre-Training. CoRR abs/2110.10329 (2021) - [i17]Chia-Hsuan Lee, Aditya Siddhant, Viresh Ratnakar, Melvin Johnson:
DOCmT5: Document-Level Pretraining of Multilingual Language Models. CoRR abs/2112.08709 (2021) - 2020
- [c7]Aditya Siddhant, Melvin Johnson, Henry Tsai, Naveen Ari, Jason Riesa, Ankur Bapna, Orhan Firat, Karthik Raman:
Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation. AAAI 2020: 8854-8861 - [c6]Junjie Hu, Sebastian Ruder, Aditya Siddhant, Graham Neubig, Orhan Firat, Melvin Johnson:
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation. ICML 2020: 4411-4421 - [i16]Junjie Hu, Sebastian Ruder, Aditya Siddhant, Graham Neubig, Orhan Firat, Melvin Johnson:
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization. CoRR abs/2003.11080 (2020) - [i15]Junjie Hu, Melvin Johnson, Orhan Firat, Aditya Siddhant, Graham Neubig:
Explicit Alignment Objectives for Multilingual Bidirectional Encoders. CoRR abs/2010.07972 (2020) - [i14]Hyung Won Chung, Thibault Févry, Henry Tsai, Melvin Johnson, Sebastian Ruder:
Rethinking embedding coupling in pre-trained language models. CoRR abs/2010.12821 (2020)
2010 – 2019
- 2019
- [c5]Henry Tsai, Jason Riesa, Melvin Johnson, Naveen Arivazhagan, Xin Li, Amelia Archer:
Small and Practical BERT Models for Sequence Labeling. EMNLP/IJCNLP (1) 2019: 3630-3634 - [c4]Ye Jia, Melvin Johnson, Wolfgang Macherey, Ron J. Weiss, Yuan Cao, Chung-Cheng Chiu, Naveen Ari, Stella Laurenzo, Yonghui Wu:
Leveraging Weakly Supervised Data to Improve End-to-end Speech-to-text Translation. ICASSP 2019: 7180-7184 - [c3]Ye Jia, Ron J. Weiss, Fadi Biadsy, Wolfgang Macherey, Melvin Johnson, Zhifeng Chen, Yonghui Wu:
Direct Speech-to-Speech Translation with a Sequence-to-Sequence Model. INTERSPEECH 2019: 1123-1127 - [c2]Roee Aharoni, Melvin Johnson, Orhan Firat:
Massively Multilingual Neural Machine Translation. NAACL-HLT (1) 2019: 3874-3884 - [i13]Jonathan Shen, Patrick Nguyen, Yonghui Wu, Zhifeng Chen, Mia Xu Chen, Ye Jia, Anjuli Kannan, Tara N. Sainath, Yuan Cao, Chung-Cheng Chiu, Yanzhang He, Jan Chorowski, Smit Hinsu, Stella Laurenzo, James Qin, Orhan Firat, Wolfgang Macherey, Suyog Gupta, Ankur Bapna, Shuyuan Zhang, Ruoming Pang, Ron J. Weiss, Rohit Prabhavalkar, Qiao Liang, Benoit Jacob, Bowen Liang, HyoukJoong Lee, Ciprian Chelba, Sébastien Jean, Bo Li, Melvin Johnson, Rohan Anil, Rajat Tibrewal, Xiaobing Liu, Akiko Eriguchi, Navdeep Jaitly, Naveen Ari, Colin Cherry, Parisa Haghani, Otavio Good, Youlong Cheng, Raziel Alvarez, Isaac Caswell, Wei-Ning Hsu, Zongheng Yang, Kuan-Chieh Wang, Ekaterina Gonina, Katrin Tomanek, Ben Vanik, Zelin Wu, Llion Jones, Mike Schuster, Yanping Huang, Dehao Chen, Kazuki Irie, George F. Foster, John Richardson, Klaus Macherey, Antoine Bruguier, Heiga Zen, Colin Raffel, Shankar Kumar, Kanishka Rao, David Rybach, Matthew Murray, Vijayaditya Peddinti, Maxim Krikun, Michiel Bacchiani, Thomas B. Jablin, Robert Suderman, Ian Williams, Benjamin Lee, Deepti Bhatia, Justin Carlson, Semih Yavuz, Yu Zhang, Ian McGraw, Max Galkin, Qi Ge, Golan Pundak, Chad Whipkey, Todd Wang, Uri Alon, Dmitry Lepikhin, Ye Tian, Sara Sabour, William Chan, Shubham Toshniwal, Baohua Liao, Michael Nirschl, Pat Rondon:
Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling. CoRR abs/1902.08295 (2019) - [i12]Roee Aharoni, Melvin Johnson, Orhan Firat:
Massively Multilingual Neural Machine Translation. CoRR abs/1903.00089 (2019) - [i11]Naveen Arivazhagan, Ankur Bapna, Orhan Firat, Roee Aharoni, Melvin Johnson, Wolfgang Macherey:
The Missing Ingredient in Zero-Shot Neural Machine Translation. CoRR abs/1903.07091 (2019) - [i10]Ye Jia, Ron J. Weiss, Fadi Biadsy, Wolfgang Macherey, Melvin Johnson, Zhifeng Chen, Yonghui Wu:
Direct speech-to-speech translation with a sequence-to-sequence model. CoRR abs/1904.06037 (2019) - [i9]Naveen Arivazhagan, Ankur Bapna, Orhan Firat, Dmitry Lepikhin, Melvin Johnson, Maxim Krikun, Mia Xu Chen, Yuan Cao, George F. Foster, Colin Cherry, Wolfgang Macherey, Zhifeng Chen, Yonghui Wu:
Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges. CoRR abs/1907.05019 (2019) - [i8]Henry Tsai, Jason Riesa, Melvin Johnson, Naveen Arivazhagan, Xin Li, Amelia Archer:
Small and Practical BERT Models for Sequence Labeling. CoRR abs/1909.00100 (2019) - [i7]Aditya Siddhant, Melvin Johnson, Henry Tsai, Naveen Arivazhagan, Jason Riesa, Ankur Bapna, Orhan Firat, Karthik Raman:
Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation. CoRR abs/1909.00437 (2019) - [i6]Sébastien Jean, Orhan Firat, Melvin Johnson:
Adaptive Scheduling for Multi-Task Learning. CoRR abs/1909.06434 (2019) - 2018
- [c1]Mia Xu Chen, Orhan Firat, Ankur Bapna, Melvin Johnson, Wolfgang Macherey, George F. Foster, Llion Jones, Mike Schuster, Noam Shazeer, Niki Parmar, Ashish Vaswani, Jakob Uszkoreit, Lukasz Kaiser, Zhifeng Chen, Yonghui Wu, Macduff Hughes:
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation. ACL (1) 2018: 76-86 - [i5]Mia Xu Chen, Orhan Firat, Ankur Bapna, Melvin Johnson, Wolfgang Macherey, George F. Foster, Llion Jones, Niki Parmar, Mike Schuster, Zhifeng Chen, Yonghui Wu, Macduff Hughes:
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation. CoRR abs/1804.09849 (2018) - [i4]Akiko Eriguchi, Melvin Johnson, Orhan Firat, Hideto Kazawa, Wolfgang Macherey:
Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation. CoRR abs/1809.04686 (2018) - [i3]Ye Jia, Melvin Johnson, Wolfgang Macherey, Ron J. Weiss, Yuan Cao, Chung-Cheng Chiu, Naveen Ari, Stella Laurenzo, Yonghui Wu:
Leveraging Weakly Supervised Data to Improve End-to-End Speech-to-Text Translation. CoRR abs/1811.02050 (2018) - 2017
- [j1]Melvin Johnson, Mike Schuster, Quoc V. Le, Maxim Krikun, Yonghui Wu, Zhifeng Chen, Nikhil Thorat, Fernanda B. Viégas, Martin Wattenberg, Greg Corrado, Macduff Hughes, Jeffrey Dean:
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation. Trans. Assoc. Comput. Linguistics 5: 339-351 (2017) - 2016
- [i2]Yonghui Wu, Mike Schuster, Zhifeng Chen, Quoc V. Le, Mohammad Norouzi, Wolfgang Macherey, Maxim Krikun, Yuan Cao, Qin Gao, Klaus Macherey, Jeff Klingner, Apurva Shah, Melvin Johnson, Xiaobing Liu, Lukasz Kaiser, Stephan Gouws, Yoshikiyo Kato, Taku Kudo, Hideto Kazawa, Keith Stevens, George Kurian, Nishant Patil, Wei Wang, Cliff Young, Jason Smith, Jason Riesa, Alex Rudnick, Oriol Vinyals, Greg Corrado, Macduff Hughes, Jeffrey Dean:
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation. CoRR abs/1609.08144 (2016) - [i1]Melvin Johnson, Mike Schuster, Quoc V. Le, Maxim Krikun, Yonghui Wu, Zhifeng Chen, Nikhil Thorat, Fernanda B. Viégas, Martin Wattenberg, Greg Corrado, Macduff Hughes, Jeffrey Dean:
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation. CoRR abs/1611.04558 (2016)
Coauthor Index
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