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Edunov, Sergey

  1. The Llama 3 Herd of Models
    2024/07/31 by Grattafiori, Aaron, Dubey, Abhimanyu, Jauhri, Abhinav +556 · 3153 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  2. Llama 2: Open Foundation and Fine-Tuned Chat Models
    2023/07/18 by Hugo Touvron, Louis Martin, Touvron, Hugo +133 · 1529 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  3. Effective Long-Context Scaling of Foundation Models
    2023/09/27 by Wenhan Xiong, Xiong, Wenhan, Jingyu Liu +40 · 2 voices · 46 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  4. Dense Passage Retrieval for Open-Domain Question Answering
    2020/04/10 by Karpukhin, Vladimir, Oğuz, Barlas, Min, Sewon +5 · 535 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  5. No Language Left Behind: Scaling Human-Centered Machine Translation
    2022/07/11 by NLLB Team, Costa-jussà, Marta R., Cross, James +36 · 148 citations
    #68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7
  6. fairseq: A Fast, Extensible Toolkit for Sequence Modeling
    2019/04/01 by Myle Ott, Ott, Myle, Sergey Edunov +13 · 78 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  7. Multilingual Denoising Pre-training for Neural Machine Translation
    2020/01/22 by Yinhan Liu, Liu, Yinhan, Jiatao Gu +13 · 89 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  8. Beyond English-Centric Multilingual Machine Translation
    2020/10/21 by Angela Fan, Fan, Angela, Shruti Bhosale +31 · 40 citations
    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
  9. CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB
    2019/11/10 by Schwenk, Holger, Wenzek, Guillaume, Edunov, Sergey +2 · 10 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  10. Facebook FAIR's WMT19 News Translation Task Submission
    2019/07/15 by Nathan Ng, Ng, Nathan, Kyra Yee +9 · 5 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  11. Playing the lottery with rewards and multiple languages: lottery tickets in RL and NLP
    2019/06/06 by Haonan Yu, Sergey Edunov, Yu, Haonan +5 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
  12. Scaling Neural Machine Translation
    2018/06/01 by Ott, Myle, Edunov, Sergey, Grangier, David +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  13. On The Evaluation of Machine Translation Systems Trained With Back-Translation
    2019/08/14 by Edunov, Sergey, Ott, Myle, Ranzato, Marc'Aurelio +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. Large scale weakly and semi-supervised learning for low-resource video ASR
    2020/05/16 by Singh, Kritika, Manohar, Vimal, Xiao, Alex +7 · 1 citation
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  15. Facebook AI WMT21 News Translation Task Submission
    2021/08/06 by Tran, Chau, Bhosale, Shruti, Cross, James +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  16. Law of the Weakest Link: Cross Capabilities of Large Language Models
    2024/09/30 by Ming Zhong, Zhong, Ming, Aston Zhang +29 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling