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Melvin Johnson · SciRah

Researcher profile · Semantic Scholar

Melvin Johnson

Stanford University
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Melvin Johnson — researcher profile on SciRah

h-index: 26
Works: 44
Citations: 15K

Most-cited papers

Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation
Yong-Hui Wu, Mike Schuster, Z. Chen, Quoc V. Le +27 more
2016arXiv.org7,428 citations
Semantic Scholar
PaLM 2 Technical Report
Rohan Anil, Andrew M. Dai, O. Firat, Melvin Johnson +124 more
2023arXiv.org1,569 citations
Semantic Scholar
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization
Jun-Jie Hu, Sebastian Ruder, Aditya Siddhant, Graham Neubig +2 more
2020International Conference on Machine Learning1,220 citations
Semantic Scholar
Leveraging Linguistic Structure For Open Domain Information Extraction
Gabor Angeli, Melvin Johnson, Christopher D. Manning
2015Annual Meeting of the Association for Computational Linguistics843 citations Open access
Semantic Scholar
Massively Multilingual Neural Machine Translation
Roee Aharoni, Melvin Johnson, O. Firat
2019North American Chapter of the Association for Computational Linguistics559 citations Open access
Semantic Scholar
Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges
N. Arivazhagan, Ankur Bapna, O. Firat, Dmitry Lepikhin +9 more
2019arXiv.org498 citations
Semantic Scholar
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation
Mia Chen, O. Firat, Ankur Bapna, Melvin Johnson +12 more
2018Annual Meeting of the Association for Computational Linguistics482 citations Open access
Semantic Scholar
Direct speech-to-speech translation with a sequence-to-sequence model
Ye Jia, Ron J. Weiss, Fadi Biadsy, Wolfgang Macherey +3 more
2019Interspeech293 citations Open access
Semantic Scholar
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation
Sebastian Ruder, Noah Constant, Jan A. Botha, Aditya Siddhant +7 more
2021Conference on Empirical Methods in Natural Language Processing246 citations Open access
Semantic Scholar
Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling
Jonathan Shen, P. Nguyen, Yong-Hui Wu, Z. Chen +88 more
2019arXiv.org215 citations
Semantic Scholar
Rethinking embedding coupling in pre-trained language models
Hyung Won Chung, Thibault Févry, Henry Tsai, Melvin Johnson +1 more
2020International Conference on Learning Representations196 citations
Semantic Scholar
Leveraging Weakly Supervised Data to Improve End-to-end Speech-to-text Translation
Ye Jia, Melvin Johnson, Wolfgang Macherey, Ron J. Weiss +5 more
2018IEEE International Conference on Acoustics, Speech, and Signal Processing171 citations Open access
Semantic Scholar
The unreasonable effectiveness of few-shot learning for machine translation
Xavier García, Yamini Bansal, Colin Cherry, George F. Foster +4 more
2023International Conference on Machine Learning144 citations Open access
Semantic Scholar
Machine Learning in Automatic Speech Recognition: A Survey
J. Padmanabhan, Melvin Johnson
2015140 citations
Semantic Scholar
mSLAM: Massively multilingual joint pre-training for speech and text
Ankur Bapna, Colin Cherry, Yu Zhang, Ye Jia +5 more
2022arXiv.org138 citations
Semantic Scholar
Small and Practical BERT Models for Sequence Labeling
Henry Tsai, Jason Riesa, Melvin Johnson, N. Arivazhagan +2 more
2019Conference on Empirical Methods in Natural Language Processing129 citations Open access
Semantic Scholar
The Missing Ingredient in Zero-Shot Neural Machine Translation
N. Arivazhagan, Ankur Bapna, O. Firat, Roee Aharoni +2 more
2019arXiv.org123 citations
Semantic Scholar
SLAM: A Unified Encoder for Speech and Language Modeling via Speech-Text Joint Pre-Training
Ankur Bapna, Yu-An Chung, Na Wu, Anmol Gulati +6 more
2021arXiv.org103 citations
Semantic Scholar
Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation
Aditya Siddhant, Melvin Johnson, Henry Tsai, N. Arivazhagan +4 more
2019AAAI Conference on Artificial Intelligence78 citations Open access
Semantic Scholar
They, Them, Theirs: Rewriting with Gender-Neutral English
Tony Sun, Kellie Webster, Apurva Shah, William Yang Wang +1 more
2021arXiv.org69 citations
Semantic Scholar
Explicit Alignment Objectives for Multilingual Bidirectional Encoders
Jun-Jie Hu, Melvin Johnson, O. Firat, Aditya Siddhant +1 more
2020North American Chapter of the Association for Computational Linguistics66 citations Open access
Semantic Scholar
Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation
Akiko Eriguchi, Melvin Johnson, O. Firat, Hideto Kazawa +1 more
2018arXiv.org65 citations
Semantic Scholar
Adaptive Scheduling for Multi-Task Learning
Sébastien Jean, O. Firat, Melvin Johnson
2019arXiv.org51 citations
Semantic Scholar
Bootstrapped Self Training for Knowledge Base Population
Gabor Angeli, Victor Zhong, Danqi Chen, Arun Tejasvi Chaganty +5 more
2015Text Analysis Conference44 citations
Semantic Scholar
Stanford's 2014 Slot Filling Systems
Gabor Angeli, S. Gupta, Melvin Johnson, Christopher D. Manning +3 more
201443 citations
Semantic Scholar
XTREME-S: Evaluating Cross-lingual Speech Representations
Alexis Conneau, Ankur Bapna, Yu Zhang, Min Ma +15 more
2022Interspeech28 citations Open access
Semantic Scholar
Proceedings of the Fifth Workshop on Computational Approaches to Linguistic Code-Switching
Kalika Bali, Pushpak Bhattacharyya, M. Fomicheva, Philipp Koehn +496 more
202126 citations Open access
Semantic Scholar
Gender-Aware Natural Language Translation
James Kuczmarski, Melvin Johnson
201826 citations
Semantic Scholar
Distilling Large Language Models into Tiny and Effective Students using pQRNN
P. Kaliamoorthi, Aditya Siddhant, Edward Li, Melvin Johnson
2021arXiv.org18 citations
Semantic Scholar
Proceedings of the 4th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2021)
Ali Hrriyetoglu, H. Tanev, Vanni Zavarella, Osman Mutlu +496 more
202115 citations Open access
Semantic Scholar
Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents
Biao Zhang, Ankur Bapna, Melvin Johnson, A. Dabirmoghaddam +2 more
2021Annual Meeting of the Association for Computational Linguistics15 citations Open access
Semantic Scholar
DOCmT5: Document-Level Pretraining of Multilingual Language Models
Chia-Hsuan Lee, Aditya Siddhant, Viresh Ratnakar, Melvin Johnson
2021NAACL-HLT15 citations Open access
Semantic Scholar
Proceedings of the First Workshop on Gender Bias in Natural Language Processing
Marta R. Costa-juss, Christian Hardmeier, Will Radford, Kellie Webster +496 more
201914 citations Open access
Semantic Scholar
Stanford's Distantly Supervised Slot Filling Systems for KBP 2014
Gabor Angeli, Sonal Gupta, Melvin Johnson, Christopher D. Manning +3 more
201414 citations
Semantic Scholar
HintedBT: Augmenting Back-Translation with Quality and Transliteration Hints
Sahana Ramnath, Melvin Johnson, Abhirut Gupta, Aravindan Raghuveer
2021Conference on Empirical Methods in Natural Language Processing11 citations Open access
Semantic Scholar
Mu2SLAM: Multitask, Multilingual Speech and Language Models
Yong Cheng, Yu Zhang, Melvin Johnson, Wolfgang Macherey +1 more
2022International Conference on Machine Learning10 citations Open access
Semantic Scholar
Proceedings of the 3rd Workshop on Gender Bias in Natural Language Processing
E. Vanmassenhove, J. Monti, Mei-Chun Jiao, Ziyang Luo +496 more
20217 citations Open access
Semantic Scholar
Proceedings of the Fifteenth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-15)
Laura Dietz, A. Panchenko, Fragkiskos D. Malliaros, V. Logacheva +496 more
20216 citations Open access
Semantic Scholar
Experiments towards a better LVCSR system for tamil
Melvin Johnson, Ngoc Thang Vu, Tanja Schultz
2013Interspeech5 citations
Semantic Scholar
Initial Experiments with Tamil LVCSR
Melvin Johnson, Ngoc Thang Vu, Tanja Schultz
2012International Conference on Asian Language Processing4 citations
Semantic Scholar
Proceedings of the 17th International Conference on Parsing Technologies and the IWPT 2021 Shared Task on Parsing into Enhanced Universal Dependencies (IWPT 2021)
Christoph Bloomberg, Antoine Venant, Aditya Bhargava, Gerald Penn +496 more
20212 citations Open access
Semantic Scholar
Issues in developing LVCSR System for Dravidian Languages: An Exhaustive Case Study for Tamil
G. BharadwajaKumar, Melvin Johnson
20131 citations
Semantic Scholar
Slip ring and brush arrangement and method
G. Kliman, L. Salasoo, Manoj. Shah, K. Weeber +2 more
20000 citations
Semantic Scholar
ENHANCING RIGHT-OF-WAY HERBICIDE TREATMENTS /
H. Holt, R. L. McKenzie, Melvin Johnson
19950 citations
Semantic Scholar

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