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Yossi Matias

  1. Prompt Repetition Improves Non-Reasoning LLMs
    2025/12/17 by Yaniv Leviathan, Matan Kalman, Leviathan, Yaniv +3 · 32 voices · 2 citations
    Computer Science · #cs.LG #cs.AI #cs.CL
  2. Large Language Models Encode Clinical Knowledge
    2022/12/26 by Karan Singhal, Shekoofeh Azizi, Singhal, Karan +65 · 5 voices · 367 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Text Readability and Simplification #Topic Modeling #cs.CL
  3. 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
  4. Towards Generalist Biomedical AI
    2023/07/26 by Tao Tu, Shekoofeh Azizi, Tu, Tao +68 · 3 voices · 71 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques
  5. Accelerating scientific discovery with Co-Scientist
    2025/02/26 by Juraj Gottweis, Wei-Hung Weng, Wei‐Hung Weng +97 · 8 voices · 116 citations
    Decision Sciences · Biochemistry, Genetics and Molecular Biology · #Academic Publishing and Open Access #Genetics, Bioinformatics, and Biomedical Research #Scientific Computing and Data Management
  6. Towards Accurate Differential Diagnosis with Large Language Models
    2023/11/30 by Daniel McDuff, Mike Schaekermann, McDuff, Daniel +58 · 5 voices · 45 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Topic Modeling #cs.AI #cs.CY
  7. Towards Expert-Level Medical Question Answering with Large Language Models
    2023/05/16 by Karan Singhal, Tao Tu, Singhal, Karan +64 · 4 voices · 50 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling #cs.AI #cs.CL #cs.LG
  8. Fast Inference from Transformers via Speculative Decoding
    2022/11/30 by Yaniv Leviathan, Leviathan, Yaniv, Matan Kalman +3 · 1 voice · 357 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
  9. Towards Conversational Diagnostic AI
    2024/01/11 by Tao Tu, Tu, Tao, Anil Palepu +47 · 9 voices · 12 citations
    #cs.AI #cs.CL #cs.LG
  10. An AI system to help scientists write expert-level empirical software
    2025/09/08 by Eser Aygün, Anastasiya Belyaeva, Aygün, Eser +79 · 11 voices · 14 citations
    #cs.AI #q-bio.QM
  11. Gemma 3 Technical Report
    2025/03/25 by Aishwarya Kamath, Gemma Team, Kamath, Aishwarya +418 · 3 voices · 551 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
  12. Large language models encode clinical knowledge
    2023/07/12 by Karan Singhal, Shekoofeh Azizi, Tao Tu +29 · 297 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques #Topic Modeling
  13. Capabilities of Gemini Models in Medicine
    2024/04/29 by Khaled Saab, Tao Tu, Saab, Khaled +138 · 3 voices · 38 citations
    Computer Science · Decision Sciences · Mathematics · #Mathematical Biology Tumor Growth #Simulation Techniques and Applications #cs.AI #cs.CL #cs.CV #cs.LG
  14. TRUE: Re-evaluating Factual Consistency Evaluation
    2022/04/11 by Or Honovich, Honovich, Or, Roee Aharoni +17 · 29 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  15. UniTune: Text-Driven Image Editing by Fine Tuning a Diffusion Model on a Single Image
    2022/10/17 by Dani Valevski, Valevski, Dani, Matan Kalman +9 · 1 voice · 8 citations
    Computer Science · #Advanced Vision and Imaging #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization #cs.CV #cs.GR #cs.LG
  16. Accelerating Scientific Research with Gemini: Case Studies and Common Techniques
    2026/02/03 by David P. Woodruff, Vincent Cohen-Addad, Lalit Jain +33 · 8 voices · 1 citation
    #cs.CL #cs.AI
  17. MedGemma 1.5 Technical Report
    2025/07/07 by Andrew Sellergren, Sellergren, Andrew, Sahar Kazemzadeh +151 · 87 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
  18. Multi-turn Reinforcement Learning from Preference Human Feedback
    2024/05/23 by Lior Shani, Aviv Rosenberg, Shani, Lior +23 · 1 voice · 20 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
  19. Towards a Personal Health Large Language Model
    2024/06/10 by Justin Cosentino, Anastasiya Belyaeva, Cosentino, Justin +67 · 1 voice · 7 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Chronic Disease Management Strategies #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
  20. Advancing Multimodal Medical Capabilities of Gemini
    2024/05/06 by Lin Yang, Yang, Lin, Shawn Xu +91 · 20 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Biomedical and Engineering Education #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Techniques and Practices
  21. Advancing Conversational Diagnostic AI with Multimodal Reasoning
    2025/05/06 by Khaled Saab, Jan Freyberg, Saab, Khaled +73 · 3 voices · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.CV #cs.LG
  22. Towards accurate differential diagnosis with large language models
    2025/04/09 by Daniel McDuff, Mike Schaekermann, Tao Tu +25 · 1 voice · 31 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Topic Modeling
  23. Dreamix: Video Diffusion Models are General Video Editors
    2023/02/02 by Eyal Molad, Eliahu Horwitz, Molad, Eyal +13 · 11 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis
  24. Towards Automating Scientific Review with Google's Paper Assistant Tool
    2026/06/26 by Rajesh Jayaram, Drew Tyler, David Woodruff +4 · 8 voices
    #cs.LG #cs.AI #cs.CL #cs.CY
  25. Towards Responsible Development of Generative AI for Education: An Evaluation-Driven Approach
    2024/05/21 by Irina Jurenka, Jurenka, Irina, Markus Kunesch +144 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Online Learning and Analytics
  26. Hallucinations Undermine Trust; Metacognition is a Way Forward
    2026/05/02 by Gal Yona, Mor Geva, Yossi Matias · 3 voices · 1 citation
    #cs.CL
  27. ELIXR: Towards a general purpose X-ray artificial intelligence system through alignment of large language models and radiology vision encoders
    2023/08/02 by Shawn Xu, Xu, Shawn, Lin Yang +52 · 6 citations
    Medicine · #COVID-19 diagnosis using AI #Radiomics and Machine Learning in Medical Imaging #Lung Cancer Diagnosis and Treatment
  28. Selective Attention Improves Transformer
    2024/10/03 by Yaniv Leviathan, Leviathan, Yaniv, Matan Kalman +3 · 9 citations
    Neuroscience · #Neuroscience, Education and Cognitive Function
  29. TxGemma: Efficient and Agentic LLMs for Therapeutics
    2025/04/08 by Eric W. Wang, Wang, Eric, Samuel Schmidgall +15 · 15 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Machine Learning in Materials Science
  30. A Picture is Worth a Thousand Words: Principled Recaptioning Improves Image Generation
    2023/10/25 by Eyal Segalis, Dani Valevski, Segalis, Eyal +7 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis
  31. General Geospatial Inference with a Population Dynamics Foundation Model
    2024/11/11 by Mohit Agarwal, Mimi Sun, Agarwal, Mohit +65 · 1 voice · 5 citations
    #cs.LG #cs.CY
  32. ECLeKTic: a Novel Challenge Set for Evaluation of Cross-Lingual Knowledge Transfer
    2025/02/28 by Omer Goldman, Goldman, Omer, Uri Shaham +25 · 9 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text Readability and Simplification #Topic Modeling
  33. Flood forecasting with machine learning models in an operational framework
    2021/11/04 by Sella Nevo, Efrat Morin, Nevo, Sella +59 · 2 citations
    Environmental Science · #FOS: Computer and information sciences #Flood Risk Assessment and Management #Hydrological Forecasting Using AI #Hydrology and Drought Analysis #Machine Learning (cs.LG)
  34. Breaking the Language Barrier: Can Direct Inference Outperform Pre-Translation in Multilingual LLM Applications?
    2024/03/04 by Yotam Intrator, Matan Halfon, Intrator, Yotam +13 · 3 citations
    Computer Science · #Natural Language Processing Techniques
  35. Towards an AI-Augmented Textbook
    2025/09/13 by LearnLM Team, Google, Alicia Martín +69 · 2 voices · 1 citation
    Computer Science · #Computers and Society (cs.CY) #Edcuational Technology Systems #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics #cs.CY #cs.HC
  36. Health AI Developer Foundations
    2024/11/22 by Atilla P. Kiraly, Kiraly, Atilla P., Sebastien Baur +48 · 2 citations
    Environmental Science · Health Professions · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Health, Environment, Cognitive Aging #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Multimedia (cs.MM) #electronic engineering #information engineering
  37. LLM-based Text Simplification and its Effect on User Comprehension and Cognitive Load
    2025/05/04 by Theo Guidroz, Diego Ardila, Guidroz, Theo +48 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification
  38. Domain-specific optimization and diverse evaluation of self-supervised models for histopathology
    2023/10/20 by Jeremy Lai, Lai, Jeremy, Faruk Ahmed +29 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #Cervical Cancer and HPV Research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  39. A prospective clinical feasibility study of a conversational diagnostic AI in an ambulatory primary care clinic
    2026/03/09 by Peter Brodeur, Jacob M. Koshy, Anil Palepu +45 · 2 voices · 2 citations
    Computer Science · #cs.HC #cs.AI #cs.CL #cs.LG
  40. WAXAL: A Large-Scale Multilingual African Language Speech Corpus
    2026/02/02 by Abdoulaye Diack, Perry Nelson, Kwaku Agbesi +40 · 1 voice · 1 citation
    #eess.AS #cs.AI #cs.CL