Aliaksei Severyn
- 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 · 735 citations
Computer Science · #Semantic Web and Ontologies
- 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 · 1398 citations
#cs.CL #cs.AI
- Gemma 2: Improving Open Language Models at a Practical Size
2024/07/31 by Gemma Team, Morgane Rivière, Riviere, Morgane +292 · 417 citations
Computer Science · #Natural Language Processing Techniques
- Gemini: A Family of Highly Capable Multimodal Models
2023/12/19 by Gemini Robotics Team, Rohan Anil, Gemini Team +2692 · 9 voices · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #cs.AI #cs.CL #cs.CV
- Gemma 4 Technical Report
2026/07/02 by Gemma Team, Sherif El Abd, Vaibhav Aggarwal +320 · 7 voices · 8 citations
#cs.CL #cs.AI
- Teaching Small Language Models to Reason
2022/12/16 by Lucie Charlotte Magister, Magister, Lucie Charlotte, Jonathan Mallinson +7 · 33 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Recurrent Dropout Without Memory Loss
2016/03/16 by Stanislau Semeniuta, Semeniuta, Stanislau, Aliaksei Severyn +3 · 16 citations
Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Neural Networks and Applications
- Encode, Tag, Realize: High-Precision Text Editing
2019/09/03 by Eric Malmi, Sebastian Krause, Malmi, Eric +7 · 5 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
- BOND: Aligning LLMs with Best-of-N Distillation
2024/07/19 by Pier Giuseppe Sessa, Sessa, Pier Giuseppe, Robert Dadashi +37 · 12 citations
Engineering · #Advanced Control Systems Optimization
- Neural Ranking Models with Weak Supervision
2017/04/28 by Mostafa Dehghani, Hamed Zamani, Dehghani, Mostafa +7 · 4 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Text and Document Classification Technologies #Topic Modeling
- West-of-N: Synthetic Preferences for Self-Improving Reward Models
2024/01/22 by Alizée Pace, Pace, Alizée, Jonathan Mallinson +7 · 7 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 and dialogue systems #Topic Modeling
- Offline Regularised Reinforcement Learning for Large Language Models Alignment
2024/05/29 by Pierre Harvey Richemond, Richemond, Pierre Harvey, Yunhao Tang +33 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- On Accurate Evaluation of GANs for Language Generation
2018/06/13 by Stanislau Semeniuta, Aliaksei Severyn, Semeniuta, Stanislau +3 · 6 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- EdiT5: Semi-Autoregressive Text-Editing with T5 Warm-Start
2022/05/24 by Jonathan Mallinson, Mallinson, Jonathan, Jakub Adámek +5 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- Small Language Models Improve Giants by Rewriting Their Outputs
2023/05/22 by Giorgos Vernikos, Vernikos, Giorgos, Arthur Bražinskas +9 · 3 citations
Computer Science · #Computation and Language (cs.CL) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Avoiding Your Teacher's Mistakes: Training Neural Networks with\n Controlled Weak Supervision
2017/11/01 by Mostafa Dehghani, Aliaksei Severyn, Dehghani, Mostafa +5 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Neural and Evolutionary Computing (cs.NE)
- Controlled Text Generation as Continuous Optimization with Multiple Constraints
2021/08/04 by Sachin Kumar, Eric Malmi, Kumar, Sachin +5 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Text Generation with Text-Editing Models
2022/06/14 by Eric Malmi, Malmi, Eric, Yue Dong +17 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research #Text Readability and Simplification #Topic Modeling