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Roee Aharoni

  1. 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 · 1387 citations
    #cs.CL #cs.AI
  2. Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations?
    2024/05/09 by Zorik Gekhman, Gal Yona, Gekhman, Zorik +11 · 2 voices · 51 citations
    Computer Science · #Big Data and Digital Economy #cs.CL
  3. TRUE: Re-evaluating Factual Consistency Evaluation
    2022/04/11 by Or Honovich, Roee Aharoni, Honovich, Or +17 · 25 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  4. Massively Multilingual Neural Machine Translation
    2019/02/28 by Roee Aharoni, Melvin Johnson, Aharoni, Roee +3 · 13 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  5. What You See is What You Read? Improving Text-Image Alignment Evaluation
    2023/05/17 by Michal Yarom, Yarom, Michal, Yonatan Bitton +13 · 16 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
  6. 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 · 16 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
  7. Can Large Language Models Faithfully Express Their Intrinsic Uncertainty in Words?
    2024/05/27 by Gal Yona, Roee Aharoni, Yona, Gal +3 · 16 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  8. Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models
    2022/12/15 by Bernd Bohnet, Bohnet, Bernd, Vinh Q. Tran +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
  9. 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
  10. The Missing Ingredient in Zero-Shot Neural Machine Translation
    2019/03/17 by Naveen Arivazhagan, Arivazhagan, Naveen, Ankur Bapna +9 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  11. Representation Surgery: Theory and Practice of Affine Steering
    2024/02/15 by Shashwat Singh, Shauli Ravfogel, Singh, Shashwat +9 · 11 citations
    Engineering · Computer Science · #Advancements in Semiconductor Devices and Circuit Design #Cellular Automata and Applications
  12. DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering
    2022/11/10 by Ella Neeman, Roee Aharoni, Neeman, Ella +9 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  13. Q2: Evaluating Factual Consistency in Knowledge-Grounded Dialogues\n via Question Generation and Question Answering
    2021/04/16 by Or Honovich, Leshem Choshen, Honovich, Or +9 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  14. 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
  15. Localizing Factual Inconsistencies in Attributable Text Generation
    2024/10/09 by Arie Cattan, Cattan, Arie, Paul Roit +13 · 6 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  16. SEAHORSE: A Multilingual, Multifaceted Dataset for Summarization Evaluation
    2023/05/22 by Elizabeth A. Clark, Clark, Elizabeth, Shruti Rijhwani +17 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  17. Beneath the Surface of Consistency: Exploring Cross-lingual Knowledge Representation Sharing in LLMs
    2024/08/20 by Maxim Ifergan, Leshem Choshen, Ifergan, Maxim +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
  18. 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
  19. Diversify Your Datasets: Analyzing Generalization via Controlled Variance in Adversarial Datasets
    2019/10/21 by Ohad Rozen, Rozen, Ohad, Vered Shwartz +5 · 1 citation
    Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Materials Science
  20. 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
  21. Surfacing Biases in Large Language Models using Contrastive Input Decoding
    2023/05/12 by Gal Yona, Yona, Gal, Or Honovich +5 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  22. 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