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Melvin Johnson

  1. Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation
    2016/09/26 by Yonghui Wu, Wu, Yonghui, Mike Schuster +62 · 2 voices · 402 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, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1362 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 · 555 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, Johnson, Melvin, Mike Schuster +23 · 4 voices · 21 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, Ankur Bapna, Arivazhagan, Naveen +23 · 1 voice · 7 citations
    #cs.CL #cs.LG
  6. PaLM 2 Technical Report
    2023/05/17 by Rohan Anil, Anil, Rohan, Andrew M. Dai +224 · 70 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  7. Capabilities of Gemini Models in Medicine
    2024/04/29 by Khaled Saab, Tao Tu, Saab, Khaled +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
  8. Gemma 4 Technical Report
    2026/07/02 by Gemma Team, Sherif El Abd, Vaibhav Aggarwal +320 · 7 voices · 8 citations
    #cs.CL #cs.AI
  9. Massively Multilingual Neural Machine Translation
    2019/02/28 by Roee Aharoni, Melvin Johnson, Aharoni, Roee +3 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  10. Gemini: A Family of Highly Capable Multimodal Models
    2023/12/19 by Gemini Team, Rohan Anil, Anil, Rohan +2682 · 9 voices
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.AI #cs.CL #cs.CV
  11. The Missing Ingredient in Zero-Shot Neural Machine Translation
    2019/03/17 by Naveen Arivazhagan, Arivazhagan, Naveen, Ankur Bapna +9 · 6 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
  12. The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation
    2018/04/26 by Mia Xu Chen, Chen, Mia Xu, Orhan Firat +21 · 1 voice · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
  13. Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling
    2019/02/21 by Jonathan Shen, Patrick Nguyen, Shen, Jonathan +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
  14. The unreasonable effectiveness of few-shot learning for machine translation
    2023/02/02 by Xavier García, Yamini Bansal, Garcia, Xavier +13 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  15. 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
  16. 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
  17. Explicit Alignment Objectives for Multilingual Bidirectional Encoders
    2020/10/15 by Junjie Hu, Hu, Junjie, Melvin Johnson +7 · 2 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
  18. Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents
    2021/09/21 by Biao Zhang, Ankur Bapna, Zhang, Biao +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
  19. 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