Lample, Guillaume
- Unsupervised Translation of Programming Languages
2020/06/05 by Marie-Anne Lachaux, Baptiste Rozière, Baptiste Roziere +6 · 4 voices · 49 citations
Computer Science · #Software Engineering Research #Natural Language Processing Techniques #Topic Modeling
- Mistral 7B
2023/10/10 by Albert Q. Jiang, Alexandre Sablayrolles, Jiang, Albert Q. +35 · 5 voices · 267 citations
Computer Science · #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- Mixtral of Experts
2024/01/08 by Albert Q. Jiang, Alexandre Sablayrolles, Jiang, Albert Q. +51 · 5 voices · 250 citations
Computer Science · #Topic Modeling #Machine Learning and Data Classification #Machine Learning and Algorithms
- Deep Learning for Symbolic Mathematics
2019/12/02 by Guillaume Lample, François Charton, Lample, Guillaume +1 · 6 voices · 21 citations
Computer Science · #cs.SC #cs.LG
- LLaMA: Open and Efficient Foundation Language Models
2023/02/27 by Hugo Touvron, Touvron, Hugo, Thibaut Lavril +25 · 1719 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
- Playing FPS Games with Deep Reinforcement Learning
2016/09/18 by Guillaume Lample, Devendra Singh Chaplot, Lample, Guillaume +1 · 2 voices · 20 citations
Computer Science · #Reinforcement Learning in Robotics #Artificial Intelligence in Games #Human Pose and Action Recognition
- Unsupervised Machine Translation Using Monolingual Corpora Only
2017/10/31 by Guillaume Lample, Alexis Conneau, Lample, Guillaume +6 · 2 voices · 28 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
- 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
- XNLI: Evaluating Cross-lingual Sentence Representations
2018/09/13 by Alexis Conneau, Conneau, Alexis, Guillaume Lample +11 · 72 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
- Cross-lingual Language Model Pretraining
2019/01/22 by Guillaume Lample, Alexis Conneau, Lample, Guillaume +1 · 85 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- 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 · 46 citations
Computer Science · #Text Readability and Simplification #Natural Language Processing Techniques #Topic Modeling
- 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 · 39 citations
Computer Science · #Logic, Reasoning, and Knowledge #Logic, programming, and type systems #Software Engineering Research #cs.AI #cs.LG
- DOBF: A Deobfuscation Pre-Training Objective for Programming Languages
2021/02/15 by Baptiste Roziere, Roziere, Baptiste, Marie-Anne Lachaux +5 · 1 voice · 8 citations
#cs.CL
- Neural Architectures for Named Entity Recognition
2016/03/04 by Guillaume Lample, Lample, Guillaume, Miguel Ballesteros +7 · 22 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
- 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
- Word Translation Without Parallel Data
2017/10/11 by Conneau, Alexis, Lample, Guillaume, Ranzato, Marc'Aurelio +2 · 20 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- 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
- HyperTree Proof Search for Neural Theorem Proving
2022/05/23 by Guillaume Lample, Lample, Guillaume, Marie-Anne Lachaux +13 · 23 citations
Computer Science · #Natural Language Processing Techniques #Handwritten Text Recognition Techniques #Topic Modeling
- Leveraging Automated Unit Tests for Unsupervised Code Translation
2021/10/13 by Roziere, Baptiste, Zhang, Jie M., Charton, Francois +3 · 16 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- Pixtral 12B
2024/10/09 by Szymon Antoniak, Agrawal, Pravesh, 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
- Deep Generative Symbolic Regression with Monte-Carlo-Tree-Search
2023/02/22 by Pierre-Alexandre Kamienny, Guillaume Lample, Kamienny, Pierre-Alexandre +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
- Augmenting Self-attention with Persistent Memory
2019/07/02 by Sukhbaatar, Sainbayar, Grave, Edouard, Lample, Guillaume +2 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Deep Symbolic Regression for Recurrent Sequences
2022/01/12 by d'Ascoli, Stéphane, Kamienny, Pierre-Alexandre, Lample, Guillaume +1 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Fader Networks: Manipulating Images by Sliding Attributes
2017/06/01 by Lample, Guillaume, Zeghidour, Neil, Usunier, Nicolas +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- The FLoRes Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English
2019/02/04 by Guzmán, Francisco, Chen, Peng-Jen, Ott, Myle +5 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Multiple-Attribute Text Style Transfer
2018/11/01 by Sandeep Subramanian, Subramanian, Sandeep, Guillaume Lample +9 · 4 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Magistral
2025/06/12 by Mistral-AI, :, Rastogi, Abhinav +98 · 8 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Massively Multilingual Word Embeddings
2016/02/05 by Ammar, Waleed, Mulcaire, George, Tsvetkov, Yulia +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Target Conditioning for One-to-Many Generation
2020/09/21 by Lachaux, Marie-Anne, Joulin, Armand, Lample, Guillaume · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Voxtral
2025/07/17 by Liu, Alexander H., Ehrenberg, Andy, Lo, Andy +103 · 5 citations
#Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- Devstral: Fine-tuning Language Models for Coding Agent Applications
2025/08/08 by Rastogi, Abhinav, Yang, Adam, Jiang, Albert Q. +100 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)