Myle Ott
- OPT: Open Pre-trained Transformer Language Models
2022/05/02 by Susan Zhang, Zhang, Susan, Stephen Roller +35 · 2 voices · 330 citations
#cs.CL #cs.LG
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1393 citations
#cs.CL #cs.AI
- Efficient Large Scale Language Modeling with Mixtures of Experts
2021/12/20 by Mikel Artetxe, Artetxe, Mikel, Shruti Bhosale +47 · 1 voice · 20 citations
Computer Science · #Topic Modeling #Expert finding and Q&A systems #Machine Learning in Healthcare
- 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
- PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel
2023/04/21 by Yanli Zhao, Andrew Gu, Zhao, Yanli +31 · 144 citations
Computer Science · #Advanced Neural Network Applications #Parallel Computing and Optimization Techniques #Advanced Data Storage Technologies
- Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences
2021/04/05 by Alexander Rives, Joshua Meier, Tom Sercu +8 · 113 citations
Biochemistry, Genetics and Molecular Biology · #Machine Learning in Bioinformatics #Protein Structure and Dynamics #RNA and protein synthesis mechanisms
- fairseq: A Fast, Extensible Toolkit for Sequence Modeling
2019/04/01 by Myle Ott, Ott, Myle, Sergey Edunov +13 · 85 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Sustainable AI: Environmental Implications, Challenges and Opportunities
2021/10/30 by Carole-Jean Wu, Wu, Carole-Jean, Ramya Raghavendra +47 · 31 citations
Engineering · Computer Science · #Green IT and Sustainability #IoT and Edge/Fog Computing #Mobile Crowdsensing and Crowdsourcing
- Few-shot Learning with Multilingual Language Models
2021/12/20 by Xi Victoria Lin, Lin, Xi Victoria, Todor Mihaylov +39 · 16 citations
Computer Science · #Topic Modeling #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques
- Analyzing Uncertainty in Neural Machine Translation
2018/02/28 by Myle Ott, Ott, Myle, Michael Auli +5 · 11 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Mixture Models for Diverse Machine Translation: Tricks of the Trade
2019/02/20 by Tianxiao Shen, Myle Ott, Shen, Tianxiao +5 · 10 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- 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
- Real or Fake? Learning to Discriminate Machine from Human Generated Text
2019/06/07 by Anton Bakhtin, Sam Gross, Bakhtin, Anton +9 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Efficient Language Modeling with Sparse all-MLP
2022/03/14 by Yu, Ping, Mikel Artetxe, Myle Ott +8 · 1 citation
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning