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Johnson, Melvin

  1. Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation
    2016/09/26 by Yonghui Wu, Mike Schuster, Wu, Yonghui +62 · 2 voices · 510 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  2. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
    2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1387 citations
    #cs.CL #cs.AI
  3. Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
    2024/03/08 by Gemini Robotics Team, Gemini Team, Petko Georgiev +2277 · 4 voices · 587 citations
    Computer Science · #Semantic Web and Ontologies
  4. Google's Multilingual Neural Machine Translation System: Enabling\n Zero-Shot Translation
    2016/11/14 by Melvin Johnson, Mike Schuster, Johnson, Melvin +23 · 4 voices · 27 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
  5. Massively Multilingual Neural Machine Translation in the Wild: Findings and Challenges
    2019/07/11 by Naveen Arivazhagan, Arivazhagan, Naveen, Ankur Bapna +23 · 1 voice · 7 citations
    #cs.CL #cs.LG
  6. Gemini: A Family of Highly Capable Multimodal Models
    2023/12/19 by Gemini Robotics Team, Rohan Anil, Gemini Team +2692 · 9 voices · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #cs.AI #cs.CL #cs.CV
  7. PaLM 2 Technical Report
    2023/05/17 by Rohan Anil, Anil, Rohan, Andrew M. Dai +224 · 77 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  8. XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization
    2020/03/24 by Hu, Junjie, Ruder, Sebastian, Siddhant, Aditya +3 · 49 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. Capabilities of Gemini Models in Medicine
    2024/04/29 by Khaled Saab, Saab, Khaled, Tao Tu +138 · 3 voices · 27 citations
    Computer Science · Decision Sciences · Mathematics · #Mathematical Biology Tumor Growth #Simulation Techniques and Applications #cs.AI #cs.CL #cs.CV #cs.LG
  10. Massively Multilingual Neural Machine Translation
    2019/02/28 by Roee Aharoni, Melvin Johnson, Aharoni, Roee +3 · 13 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  11. Direct speech-to-speech translation with a sequence-to-sequence model
    2019/04/12 by Jia, Ye, Weiss, Ron J., Biadsy, Fadi +4 · 10 citations
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  12. XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation
    2021/04/15 by Ruder, Sebastian, Constant, Noah, Botha, Jan +8 · 10 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  13. The Missing Ingredient in Zero-Shot Neural Machine Translation
    2019/03/17 by Naveen Arivazhagan, Arivazhagan, Naveen, Ankur Bapna +9 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  14. Rethinking embedding coupling in pre-trained language models
    2020/10/24 by Chung, Hyung Won, Févry, Thibault, Tsai, Henry +2 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. The Best of Both Worlds: Combining Recent Advances in Neural Machine\n Translation
    2018/04/25 by Mia Xu Chen, Chen, Mia Xu, Orhan Firat +22 · 1 voice · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL
  16. The unreasonable effectiveness of few-shot learning for machine translation
    2023/02/02 by Xavier García, Yamini Bansal, Garcia, Xavier +13 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  17. Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling
    2019/02/21 by Jonathan Shen, Shen, Jonathan, Patrick Nguyen +179 · 1 voice · 1 citation
    Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
  18. mSLAM: Massively multilingual joint pre-training for speech and text
    2022/02/03 by Ankur Bapna, Colin Cherry, Bapna, Ankur +15 · 4 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  19. Adaptive Scheduling for Multi-Task Learning
    2019/09/13 by Sébastien Jean, Orhan Fırat, Jean, Sébastien +3 · 5 citations
    Computer Science · #Distributed and Parallel Computing Systems #Optimization and Search Problems #Reinforcement Learning in Robotics
  20. Explicit Alignment Objectives for Multilingual Bidirectional Encoders
    2020/10/15 by Junjie Hu, Melvin Johnson, Hu, Junjie +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  21. Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation
    2018/09/12 by Eriguchi, Akiko, Johnson, Melvin, Firat, Orhan +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  22. Small and Practical BERT Models for Sequence Labeling
    2019/08/31 by Tsai, Henry, Riesa, Jason, Johnson, Melvin +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  23. They, Them, Theirs: Rewriting with Gender-Neutral English
    2021/02/12 by Tony Sun, Kellie Webster, Sun, Tony +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques #Text Readability and Simplification
  24. Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents
    2021/09/21 by Biao Zhang, Zhang, Biao, Ankur Bapna +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  25. DOCmT5: Document-Level Pretraining of Multilingual Language Models
    2021/12/16 by Lee, Chia-Hsuan, Siddhant, Aditya, Ratnakar, Viresh +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  26. XTREME-S: Evaluating Cross-lingual Speech Representations
    2022/03/21 by Alexis Conneau, Conneau, Alexis, Ankur Bapna +35 · 1 citation
    Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques #Topic Modeling