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Wenzek, Guillaume

  1. Unsupervised Cross-lingual Representation Learning at Scale
    2019/11/05 by Conneau, Alexis, Khandelwal, Kartikay, Goyal, Naman +7 · 301 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  2. No Language Left Behind: Scaling Human-Centered Machine Translation
    2022/07/11 by NLLB Team, Costa-jussà, Marta R., Cross, James +36 · 137 citations
    #68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7
  3. The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation
    2021/06/06 by Naman Goyal, Cynthia Gao, Goyal, Naman +17 · 54 citations
    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
  4. CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data
    2019/11/01 by Guillaume Wenzek, Wenzek, Guillaume, Marie-Anne Lachaux +11 · 45 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Software Engineering Research
  5. Beyond English-Centric Multilingual Machine Translation
    2020/10/21 by Angela Fan, Fan, Angela, Shruti Bhosale +31 · 33 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
  6. Seamless: Multilingual Expressive and Streaming Speech Translation
    2023/12/08 by Seamless Communication, Communication, Seamless, Loïc Barrault +127 · 46 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech and dialogue systems #Topic Modeling #electronic engineering #information engineering
  7. SeamlessM4T: Massively Multilingual & Multimodal Machine Translation
    2023/08/22 by Communication, Seamless, Barrault, Loïc, Chung, Yu-An +65 · 20 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7
  8. 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
  9. How Robust is Neural Machine Translation to Language Imbalance in Multilingual Tokenizer Training?
    2022/04/29 by Shiyue Zhang, Vishrav Chaudhary, Zhang, Shiyue +11 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  10. Generating Fact Checking Briefs
    2020/11/10 by Fan, Angela, Piktus, Aleksandra, Petroni, Fabio +5 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences