Gal Yona
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1398 citations
#cs.CL #cs.AI
- Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations?
2024/05/09 by Zorik Gekhman, Gal Yona, Gekhman, Zorik +11 · 2 voices · 67 citations
Computer Science · #Big Data and Digital Economy #cs.CL
- Confidence Improves Self-Consistency in LLMs
2025/02/10 by Amir Taubenfeld, Tom Sheffer, Taubenfeld, Amir +11 · 39 citations
Health Professions · Computer Science · #Artificial Intelligence in Healthcare #Semantic Web and Ontologies
- Can Large Language Models Faithfully Express Their Intrinsic Uncertainty in Words?
2024/05/27 by Gal Yona, Roee Aharoni, Yona, Gal +3 · 23 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- SimpleQA Verified: A Reliable Factuality Benchmark to Measure Parametric Knowledge
2025/09/09 by Lukas Haas, Haas, Lukas, Gal Yona +7 · 2 voices · 6 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
- Outcome Indistinguishability
2020/11/26 by Cynthia Dwork, Michael P. Kim, Dwork, Cynthia +7 · 8 citations
Computer Science · Mathematics · #Benford’s Law and Fraud Detection #Computability, Logic, AI Algorithms #Computational Complexity (cs.CC) #Data Structures and Algorithms (cs.DS) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Reinforcement Learning with Metacognitive Feedback Elicits Faithful Uncertainty Expression in LLMs
2026/06/30 by Gabrielle Kaili-May Liu, Avi Caciularu, Gal Yona +2 · 4 voices
#cs.CL #cs.AI
- Hallucinations Undermine Trust; Metacognition is a Way Forward
2026/05/02 by Gal Yona, Mor Geva, Yossi Matias · 3 voices · 1 citation
#cs.CL
- Multi-group Agnostic PAC Learnability
2021/05/20 by Guy N. Rothblum, Rothblum, Guy N, Gal Yona +1 · 5 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning and Algorithms
- Pathways on the Image Manifold: Image Editing via Video Generation
2024/11/25 by Noam Rotstein, Rotstein, Noam, Gal Yona +9 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Surfacing Biases in Large Language Models using Contrastive Input Decoding
2023/05/12 by Gal Yona, Or Honovich, Yona, Gal +5 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- Revisiting Sanity Checks for Saliency Maps
2021/10/27 by Gal Yona, Daniel Greenfeld, Yona, Gal +1 · 2 citations
Computer Science · Decision Sciences · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Scientific Computing and Data Management
- Who's responsible? Jointly quantifying the contribution of the learning algorithm and training data
2019/10/09 by Gal Yona, Yona, Gal, Amirata Ghorbani +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
- Consider the Alternatives: Navigating Fairness-Accuracy Tradeoffs via Disqualification
2021/10/02 by Guy N. Rothblum, Rothblum, Guy N., Gal Yona +1 · 1 citation
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Preference-Informed Fairness
2019/04/03 by Michael P. Kim, Kim, Michael P., Aleksandra Korolova +5 · 1 citation
Decision Sciences · Neuroscience · Social Sciences · #Computers and Society (cs.CY) #Data Structures and Algorithms (cs.DS) #Decision-Making and Behavioral Economics #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Free Will and Agency #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Malign Overfitting: Interpolation Can Provably Preclude Invariance
2022/11/28 by Yoav Wald, Gal Yona, Wald, Yoav +5 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- MetaFaith: Faithful Natural Language Uncertainty Expression in LLMs
2025/05/30 by G. Liu, Gal Yona, Liu, Gabrielle Kaili-May +9 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling