vix.ing · top · new · best · stats · spec

Alexis Conneau

  1. GPT-4o System Card
    2024/10/25 by OpenAI, A. M. Hurst, : +503 · 1162 citations
    Medicine · #Cardiovascular Function and Risk Factors #Hyperglycemia and glycemic control in critically ill and hospitalized patients
  2. Unsupervised Machine Translation Using Monolingual Corpora Only
    2017/10/31 by Guillaume Lample, Alexis Conneau, Lample, Guillaume +6 · 2 voices · 24 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  3. Phrase-Based & Neural Unsupervised Machine Translation
    2018/04/20 by Guillaume Lample, Myle Ott, Lample, Guillaume +8 · 3 voices · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
  4. XNLI: Evaluating Cross-lingual Sentence Representations
    2018/09/13 by Alexis Conneau, Guillaume Lample, Conneau, Alexis +11 · 65 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
  5. FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech
    2022/05/25 by Alexis Conneau, Min Ma, Conneau, Alexis +15 · 84 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
  6. XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale
    2021/11/17 by Arun Babu, Changhan Wang, Babu, Arun +23 · 76 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  7. Cross-lingual Language Model Pretraining
    2019/01/22 by Guillaume Lample, Alexis Conneau, Lample, Guillaume +1 · 76 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  8. Scaling Speech Technology to 1,000+ Languages
    2023/05/22 by Vineel Pratap, Pratap, Vineel, Andros Tjandra +29 · 69 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 Recognition and Synthesis #electronic engineering #information engineering
  9. Unsupervised Cross-lingual Representation Learning for Speech\n Recognition
    2020/06/24 by Alexis Conneau, Alexei Baevski, Conneau, Alexis +7 · 44 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  10. What you can cram into a single vector: Probing sentence embeddings for linguistic properties
    2018/05/02 by Alexis Conneau, Conneau, Alexis, Germán Kruszewski +7 · 41 citations
    Computer Science · #Text Readability and Simplification #Natural Language Processing Techniques #Topic Modeling
  11. CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data
    2019/11/01 by Guillaume Wenzek, Wenzek, Guillaume, Marie-Anne Lachaux +11 · 43 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Software Engineering Research
  12. SentEval: An Evaluation Toolkit for Universal Sentence Representations
    2018/03/14 by Alexis Conneau, Conneau, Alexis, Douwe Kiela +1 · 26 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  13. Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning
    2020/11/02 by Beliz Gunel, Jingfei Du, Gunel, Beliz +5 · 15 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  14. Textually Pretrained Speech Language Models
    2023/05/22 by Michael Hassid, Hassid, Michael, Tal Remez +21 · 22 citations
    Computer Science · #Topic Modeling #Speech Recognition and Synthesis #Natural Language Processing Techniques
  15. Scaling Laws for Generative Mixed-Modal Language Models
    2023/01/10 by Armen Aghajanyan, Aghajanyan, Armen, Lili Yu +17 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  16. Emerging Cross-lingual Structure in Pretrained Language Models
    2019/11/04 by Shijie Wu, Alexis Conneau, Wu, Shijie +7 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  17. mSLAM: Massively multilingual joint pre-training for speech and text
    2022/02/03 by Ankur Bapna, Bapna, Ankur, Colin Cherry +15 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  18. Self-training Improves Pre-training for Natural Language Understanding
    2020/10/05 by Jingfei Du, Édouard Grave, Du, Jingfei +13 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  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