Jonathan Herzig
- 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 · 1362 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 · 49 citations
Computer Science · #Big Data and Digital Economy #cs.CL
- CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge
2018/11/02 by Alon Talmor, Jonathan Herzig, Talmor, Alon +5 · 238 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Semantic Web and Ontologies
- Learning To Retrieve Prompts for In-Context Learning
2021/12/16 by Ohad Rubin, Rubin, Ohad, Jonathan Herzig +3 · 52 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
- Distinguishing Ignorance from Error in LLM Hallucinations
2024/10/29 by Adi Simhi, Simhi, Adi, Jonathan Herzig +5 · 4 voices · 5 citations
#cs.CL
- TRUE: Re-evaluating Factual Consistency Evaluation
2022/04/11 by Or Honovich, Honovich, Or, Roee Aharoni +17 · 24 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- What You See is What You Read? Improving Text-Image Alignment Evaluation
2023/05/17 by Michal Yarom, Yonatan Bitton, Yarom, Michal +13 · 15 citations
Computer Science · #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 #Topic Modeling
- QAMPARI: An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple Paragraphs
2022/05/25 by Samuel Joseph Amouyal, Amouyal, Samuel Joseph, Tomer Wolfson +9 · 12 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains
2024/02/01 by Alon Jacovi, Yonatan Bitton, Jacovi, Alon +15 · 13 citations
Computer Science · Neuroscience · #Computation and Language (cs.CL) #Embodied and Extended Cognition #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Psychiatry, Mental Health, Neuroscience
- Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models
2022/12/15 by Bernd Bohnet, Vinh Q. Tran, Bohnet, Bernd +39 · 9 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Multilingual Instruction Tuning With Just a Pinch of Multilinguality
2024/01/03 by Uri Shaham, Jonathan Herzig, Shaham, Uri +9 · 11 citations
Arts and Humanities · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #EFL/ESL Teaching and Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Second Language Learning and Teaching
- Representation Surgery: Theory and Practice of Affine Steering
2024/02/15 by Shashwat Singh, Shauli Ravfogel, Singh, Shashwat +9 · 10 citations
Engineering · Computer Science · #Advancements in Semiconductor Devices and Circuit Design #Cellular Automata and Applications
- TrueTeacher: Learning Factual Consistency Evaluation with Large Language Models
2023/05/18 by Zorik Gekhman, Jonathan Herzig, Gekhman, Zorik +7 · 6 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
- A Comprehensive Evaluation of Tool-Assisted Generation Strategies
2023/10/16 by Alon Jacovi, Jacovi, Alon, Avi Caciularu +9 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- DRAGged into Conflicts: Detecting and Addressing Conflicting Sources in Search-Augmented LLMs
2025/06/10 by Arie Cattan, Alon Jacovi, Cattan, Arie +15 · 6 citations
Computer Science · Social Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling #Wikis in Education and Collaboration
- Evaluating and Modeling Attribution for Cross-Lingual Question Answering
2023/05/23 by Benjamin Müller, Muller, Benjamin, John Wieting +15 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling