Melvin Johnson
Impact in
- Artificial Intelligence top 0.5%
- Natural Language Processing Techniques
- Topic Modeling
- Speech Recognition and Synthesis
- Text Readability and Simplification
- Speech and dialogue systems
- Domain Adaptation and Few-Shot Learning
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- Multimodal Machine Learning Applications
Papers in
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- Natural Language Processing Techniques 18
- Topic Modeling 17
- Speech Recognition and Synthesis 5
- Text Readability and Simplification 2
- Text and Document Classification Technologies 1
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- Multimodal Machine Learning Applications 10
- Co-authors
- Orhan Fırat (9 shared papers)Yonghui Wu (4 shared papers)Zhifeng Chen (2 shared papers)Mike Schuster (2 shared papers)Macduff Hughes (2 shared papers)MARTIN P. WATTENBERG (1 shared paper)Maxim Krikun (1 shared paper)Fernanda Viégas (1 shared paper)
- Journals
- Transactions of the Association for Computational Linguistics (1 paper)Findings of the Association for Computational Linguistics: NAACL 2022 (1 paper)arXiv (Cornell University) (1 paper)AAAI Publications (The Association for the Advancement of Artificial Intelligence (AAAI)) (1 paper)International Conference on Machine Learning (1 paper)
- Partner nations
- United StatesUnited KingdomIsrael
In The Last Decade
Melvin Johnson
19 papers receiving 2.0k citations
Melvin Johnson's Hit Papers
Peers
Comparison fields: 5 of 96
- Artificial Intelligence 1.9k
- Computer Vision and Pattern Recognition 767
- Signal Processing 86
- Health Informatics 8
- Language and Linguistics 57
Countries citing papers authored by Melvin Johnson
This map shows the geographic impact of Melvin Johnson's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Melvin Johnson with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Melvin Johnson more than expected).
Fields of papers citing papers by Melvin Johnson
This network shows the impact of papers produced by Melvin Johnson. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Melvin Johnson. The network helps show where Melvin Johnson may publish in the future.
Co-authors
The 25 scholars most cited alongside Melvin Johnson, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | Google’s Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation Hit paper breakdown → | 2017 | 1121 |
| 2 | 2019 | 260 | |
| 3 | XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation | 2020 | 226 |
| 4 | 2019 | 105 | |
| 5 | 2019 | 100 | |
| 6 | 2019 | 79 | |
| 7 | 2018 | 69 | |
| 8 | 2020 | 39 | |
| 9 | 2021 | 34 | |
| 10 | 2022 | 14 | |
| 11 | Gender-Aware Natural Language Translation | 2018 | 11 |
| 12 | 2021 | 8 | |
| 13 | 2020 | 8 | |
| 14 | 2021 | 6 | |
| 15 | Findings of the Shared Task on Machine Translation in Dravidian languages | 2021 | 5 |
| 16 | 2021 | 4 | |
| 17 | 2022 | 3 | |
| 18 | 2022 | 3 | |
| 19 | 2021 | 3 |
About Melvin Johnson
Melvin Johnson is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Insect Science, Renewable Energy, Sustainability and the Environment and Obstetrics and Gynecology, having authored 19 papers that have together received 2.1k indexed citations. Recurring topics across this work include Natural Language Processing Techniques (18 papers), Topic Modeling (17 papers), Multimodal Machine Learning Applications (10 papers), Speech Recognition and Synthesis (5 papers), Text Readability and Simplification (2 papers) and Text and Document Classification Technologies (1 paper). The work is most often cited by research in Artificial Intelligence (1.9k citations), Computer Vision and Pattern Recognition (767 citations), Signal Processing (86 citations), Health Informatics (8 citations) and Language and Linguistics (57 citations). Melvin Johnson has collaborated with scholars based in United States, United Kingdom and Israel. Frequent co-authors include Orhan Fırat, Yonghui Wu, Zhifeng Chen, Mike Schuster, Macduff Hughes, MARTIN P. WATTENBERG, Maxim Krikun, Fernanda Viégas, Jay B. Dean and Nikhil Thorat. Their work appears in journals such as Transactions of the Association for Computational Linguistics, Findings of the Association for Computational Linguistics: NAACL 2022, arXiv (Cornell University), AAAI Publications (The Association for the Advancement of Artificial Intelligence (AAAI)) and International Conference on Machine Learning.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.