Herzig, Jonathan
- 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 · 1362 citations
#cs.CL #cs.AI
- Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations?
2024/05/09 by Zorik Gekhman, Gekhman, Zorik, Gal Yona +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, Talmor, Alon, Jonathan Herzig +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, Jonathan Herzig, Rubin, Ohad +3 · 51 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, Jonathan Herzig, Simhi, Adi +5 · 4 voices · 5 citations
#cs.CL
- TRUE: Re-evaluating Factual Consistency Evaluation
2022/04/11 by Or Honovich, Roee Aharoni, Honovich, Or +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, Yarom, Michal, Yonatan Bitton +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, Tomer Wolfson, Amouyal, Samuel Joseph +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
- Open Domain Question Answering over Tables via Dense Retrieval
2021/03/22 by Herzig, Jonathan, Müller, Thomas, Krichene, Syrine +1 · 8 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- 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, Shaham, Uri, Jonathan Herzig +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, Singh, Shashwat, Shauli Ravfogel +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, Gekhman, Zorik, Jonathan Herzig +7 · 6 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
- Constructing Benchmarks and Interventions for Combating Hallucinations in LLMs
2024/04/15 by Simhi, Adi, Herzig, Jonathan, Szpektor, Idan +1 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7
- A Comprehensive Evaluation of Tool-Assisted Generation Strategies
2023/10/16 by Jacovi, Alon, Caciularu, Avi, Herzig, Jonathan +3 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- A Summarization System for Scientific Documents
2019/08/29 by Erera, Shai, Shmueli-Scheuer, Michal, Feigenblat, Guy +15 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- 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
- Unlocking Compositional Generalization in Pre-trained Models Using Intermediate Representations
2021/04/15 by Herzig, Jonathan, Shaw, Peter, Chang, Ming-Wei +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing
2022/05/24 by Qiu, Linlu, Shaw, Peter, Pasupat, Panupong +5 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- mFACE: Multilingual Summarization with Factual Consistency Evaluation
2022/12/20 by Aharoni, Roee, Narayan, Shashi, Maynez, Joshua +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Evaluating and Modeling Attribution for Cross-Lingual Question Answering
2023/05/23 by Benjamin Müller, John Wieting, Muller, Benjamin +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
- TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools
2024/06/05 by Caciularu, Avi, Jacovi, Alon, Ben-David, Eyal +5 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences