Borgeaud, Sebastian
- Emergent Abilities of Large Language Models
2022/06/15 by Jason Wei, Wei, Jason, Yi Tay +30 · 17 voices · 256 citations
Computer Science · #Topic Modeling #Machine Learning and Data Classification #Machine Learning and Algorithms
- Training Compute-Optimal Large Language Models
2022/03/29 by Jordan Hoffmann, Hoffmann, Jordan, Sebastian Borgeaud +41 · 13 voices · 434 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Algorithms
- 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 · 1358 citations
#cs.CL #cs.AI
- Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
2024/03/08 by Gemini Robotics Team, Gemini Team, Petko Georgiev +2277 · 4 voices · 543 citations
Computer Science · #Semantic Web and Ontologies
- Flamingo: a Visual Language Model for Few-Shot Learning
2022/04/29 by Jeff Donahue, Alayrac, Jean-Baptiste, Pauline Luc +50 · 545 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Improving language models by retrieving from trillions of tokens
2021/12/08 by Sebastian Borgeaud, Arthur Mensch, Borgeaud, Sebastian +54 · 6 voices · 148 citations
Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.CL #cs.LG
- Gemma 3 Technical Report
2025/03/25 by Aishwarya Kamath, Gemma Team, Johan Ferret +418 · 3 voices · 464 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
- Gemma 2: Improving Open Language Models at a Practical Size
2024/07/31 by Morgane Rivière, Gemma Team, Riviere, Morgane +292 · 307 citations
Computer Science · #Natural Language Processing Techniques
- Accelerating Large Language Model Decoding with Speculative Sampling
2023/02/02 by Charlie Chen, Chen, Charlie, Sebastian Borgeaud +9 · 155 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
- Gemma: Open Models Based on Gemini Research and Technology
2024/03/13 by Gemma Team, Thomas Mésnard, Mesnard, Thomas +203 · 147 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
- Scaling Language Models: Methods, Analysis & Insights from Training Gopher
2021/12/08 by Jack W. Rae, Rae, Jack W., Sebastian Borgeaud +157 · 73 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- RecurrentGemma: Moving Past Transformers for Efficient Open Language Models
2024/04/11 by Aleksandar Botev, Soham De, Botev, Aleksandar +127 · 1 voice · 10 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- Perceiver IO: A General Architecture for Structured Inputs & Outputs
2021/07/30 by Jaegle, Andrew, Borgeaud, Sebastian, Alayrac, Jean-Baptiste +12 · 59 citations
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- Unified Scaling Laws for Routed Language Models
2022/02/02 by Clark, Aidan, Casas, Diego de las, Guy, Aurelia +23 · 26 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- OpenSpiel: A Framework for Reinforcement Learning in Games
2019/08/26 by Marc Lanctot, Lanctot, Marc, Edward Lockhart +50 · 19 citations
Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computer Science and Game Theory (cs.GT) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
- MedGemma 1.5 Technical Report
2025/07/07 by Andrew Sellergren, Sahar Kazemzadeh, Sellergren, Andrew +151 · 84 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Gemini: A Family of Highly Capable Multimodal Models
2023/12/19 by Rohan Anil, Gemini Team, Sebastian Borgeaud +2682 · 9 voices
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.AI #cs.CL #cs.CV
- Unsupervised Learning of Object Keypoints for Perception and Control
2019/06/19 by Tejas Kulkarni, Kulkarni, Tejas, Ankush Gupta +11 · 7 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- General-purpose, long-context autoregressive modeling with Perceiver AR
2022/02/15 by Curtis Hawthorne, Andrew Jaegle, Hawthorne, Curtis +27 · 4 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- Leveraging Sentence Similarity in Natural Language Generation: Improving Beam Search using Range Voting
2019/08/17 by Borgeaud, Sebastian, Emerson, Guy · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences