Guillaume Lample

1. Unsupervised Translation of Programming Languages
   2020/06/05 by Marie-Anne Lachaux, Baptiste Roziere, Lachaux, Marie-Anne +6 · 4 voices · 45 citations
   Computer Science · #Software Engineering Research #Natural Language Processing Techniques #Topic Modeling
2. Mistral 7B
   2023/10/10 by Albert Q. Jiang, Alexandre Sablayrolles, Jiang, Albert Q. +35 · 5 voices · 260 citations
   Computer Science · #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
3. Mixtral of Experts
   2024/01/08 by Albert Q. Jiang, Jiang, Albert Q., Alexandre Sablayrolles +51 · 5 voices · 245 citations
   Computer Science · #Topic Modeling #Machine Learning and Data Classification #Machine Learning and Algorithms
4. Deep Learning for Symbolic Mathematics
   2019/12/02 by Guillaume Lample, François Charton, Lample, Guillaume +1 · 6 voices · 20 citations
   Computer Science · #cs.SC #cs.LG
5. LLaMA: Open and Efficient Foundation Language Models
   2023/02/27 by Hugo Touvron, Touvron, Hugo, Thibaut Lavril +25 · 1667 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
6. Playing FPS Games with Deep Reinforcement Learning
   2016/09/18 by Guillaume Lample, Lample, Guillaume, Devendra Singh Chaplot +1 · 2 voices · 18 citations
   Computer Science · #Reinforcement Learning in Robotics #Artificial Intelligence in Games #Human Pose and Action Recognition
7. Unsupervised Machine Translation Using Monolingual Corpora Only
   2017/10/31 by Guillaume Lample, Lample, Guillaume, Alexis Conneau +6 · 2 voices · 24 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
8. Phrase-Based & Neural Unsupervised Machine Translation
   2018/04/20 by Guillaume Lample, Lample, Guillaume, Myle Ott +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
9. XNLI: Evaluating Cross-lingual Sentence Representations
   2018/09/13 by Alexis Conneau, Conneau, Alexis, Guillaume Lample +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
10. Cross-lingual Language Model Pretraining
    2019/01/22 by Guillaume Lample, Lample, Guillaume, Alexis Conneau +1 · 76 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
11. What you can cram into a single vector: Probing sentence embeddings for linguistic properties
    2018/05/02 by Alexis Conneau, Germán Kruszewski, Conneau, Alexis +7 · 41 citations
    Computer Science · #Text Readability and Simplification #Natural Language Processing Techniques #Topic Modeling
12. Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs
    2022/10/21 by Albert Q. Jiang, Sean Welleck, Jiang, Albert Q. +16 · 1 voice · 36 citations
    Computer Science · #Logic, Reasoning, and Knowledge #Logic, programming, and type systems #Software Engineering Research #cs.AI #cs.LG
13. Neural Architectures for Named Entity Recognition
    2016/03/04 by Guillaume Lample, Lample, Guillaume, Miguel Ballesteros +7 · 21 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
14. End-to-end symbolic regression with transformers
    2022/04/22 by Pierre-Alexandre Kamienny, Kamienny, Pierre-Alexandre, Stéphane d’Ascoli +5 · 31 citations
    Computer Science · #Artificial Intelligence in Games #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
15. DOBF: A Deobfuscation Pre-Training Objective for Programming Languages
    2021/02/15 by Baptiste Roziere, Marie-Anne Lachaux, Roziere, Baptiste +5 · 1 voice · 6 citations
    #cs.CL
16. Large Memory Layers with Product Keys
    2019/07/10 by Guillaume Lample, Alexandre Sablayrolles, Lample, Guillaume +7 · 22 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Data Classification
17. HyperTree Proof Search for Neural Theorem Proving
    2022/05/23 by Guillaume Lample, Marie-Anne Lachaux, Lample, Guillaume +13 · 22 citations
    Computer Science · #Natural Language Processing Techniques #Handwritten Text Recognition Techniques #Topic Modeling
18. Pixtral 12B
    2024/10/09 by Agrawal, Pravesh, Szymon Antoniak, Antoniak, Szymon +72 · 26 citations
    Engineering · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Transport Systems and Technology
19. Deep Generative Symbolic Regression with Monte-Carlo-Tree-Search
    2023/02/22 by Pierre-Alexandre Kamienny, Kamienny, Pierre-Alexandre, Guillaume Lample +5 · 7 citations
    Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Reinforcement Learning in Robotics
20. Ministral 3
    2026/01/13 by Alexander H. Liu, Kartik Khandelwal, Sandeep Subramanian +116 · 3 voices · 2 citations
    #cs.CL
21. Multiple-Attribute Text Style Transfer
    2018/11/01 by Sandeep Subramanian, Guillaume Lample, Subramanian, Sandeep +9 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
22. Shieldstral
    2026/07/28 by Antonia Calvi, Avinash Sooriyarachchi, Giada Pistilli +8
    #cs.CL #cs.CV
23. Robostral Navigate
    2026/07/22 by Abhijeet Somani, Arjun Majumdar, Avinash Sooriyarachchi +212
    #cs.RO #cs.AI