Y. Shoham

Most-cited papers

In-Context Retrieval-Augmented Language Models
Ori Ram, Yoav Levine, Itay Dalmedigos, Dor Muhlgay +3 more
2023Transactions of the Association for Computational Linguistics1,177 citations Open access
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Jamba: A Hybrid Transformer-Mamba Language Model
Opher Lieber, Barak Lenz, Hofit Bata, Gal Cohen +18 more
2024arXiv.org536 citations
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The Cost of Training NLP Models: A Concise Overview
Or Sharir, Barak Peleg, Y. Shoham
2020arXiv.org240 citations
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MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning
Ehud Karpas, Omri Abend, Yonatan Belinkov, Barak Lenz +13 more
2022arXiv.org230 citations Open access
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SenseBERT: Driving Some Sense into BERT
Yoav Levine, Barak Lenz, O. Dagan, Ori Ram +5 more
2019Annual Meeting of the Association for Computational Linguistics209 citations Open access
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The AI Index 2021 Annual Report
Daniel T. Zhang, S. Mishra, Erik Brynjolfsson, J. Etchemendy +9 more
2021arXiv.org207 citations
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Artificial Intelligence Index Report 2025
Nestor Maslej, Loredana Fattorini, C. R. Perrault, Y. Gil +19 more
2025arXiv.org182 citations
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Mean Absolute Error
Johannes Fürnkranz, P. K. Chan, Susan Craw, Claude Sammut +27 more
2010Encyclopedia of Machine Learning and Data Mining173 citations
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Generating Benchmarks for Factuality Evaluation of Language Models
Dor Muhlgay, Ori Ram, Inbal Magar, Yoav Levine +6 more
2023Conference of the European Chapter of the Association for Computational Linguistics159 citations Open access
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Empirical hardness models: Methodology and a case study on combinatorial auctions
Kevin Leyton-Brown, Eugene Nudelman, Y. Shoham
2009JACM155 citations
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Artificial Intelligence Index Report 2023
Nestor Maslej, Loredana Fattorini, Erik Brynjolfsson, J. Etchemendy +10 more
2023arXiv.org145 citations Open access
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Markov Chain
Johannes Fürnkranz, P. K. Chan, Susan Craw, Claude Sammut +27 more
2010Encyclopedia of Machine Learning124 citations
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Parallel Context Windows for Large Language Models
Nir Ratner, Yoav Levine, Yonatan Belinkov, Ori Ram +6 more
2022Annual Meeting of the Association for Computational Linguistics116 citations Open access
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Artificial Intelligence Index Report 2024
Nestor Maslej, Loredana Fattorini, C. R. Perrault, Vanessa Parli +10 more
2024arXiv.org95 citations
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The AI Index 2022 Annual Report
Daniel T. Zhang, Nestor Maslej, Erik Brynjolfsson, J. Etchemendy +9 more
2022arXiv.org95 citations Open access
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PMI-Masking: Principled masking of correlated spans
Yoav Levine, Barak Lenz, Opher Lieber, Omri Abend +3 more
2020International Conference on Learning Representations88 citations
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Eliciting truthful answers to multiple-choice questions
Nicolas S. Lambert, Y. Shoham
2009ACM Conference on Economics and Computation66 citations
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Jamba-1.5: Hybrid Transformer-Mamba Models at Scale
Barak Lenz, Alan Arazi, Amir Bergman, Avshalom Manevich +56 more
2024arXiv.org57 citations
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Standing on the Shoulders of Giant Frozen Language Models
Yoav Levine, Itay Dalmedigos, Ori Ram, Yoel Zeldes +9 more
2022arXiv.org53 citations Open access
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Market Basket Analysis
Johannes Fürnkranz, P. K. Chan, Susan Craw, Claude Sammut +27 more
2010Encyclopedia of Machine Learning49 citations
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Joint revision of belief and intention
T. Icard, E. Pacuit, Y. Shoham
2010International Conference on Principles of Knowledge Representation and Reasoning45 citations
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Human or Not? A Gamified Approach to the Turing Test
Daniel Jannai, Amos Meron, Barak Lenz, Yoav Levine +1 more
2023arXiv.org38 citations Open access
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Proceedings of the 12th ACM conference on Electronic commerce
Y. Shoham, Yan Chen, Tim Roughgarden
2011ACM Conference on Economics and Computation37 citations
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Why knowledge representation matters
Y. Shoham
2015Communications of the ACM36 citations Open access
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Mixture Modeling
Johannes Fürnkranz, P. K. Chan, Susan Craw, Claude Sammut +27 more
2010Encyclopedia of Machine Learning33 citations
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An axiomatic characterization of wagering mechanisms
Nicolas S. Lambert, John Langford, Jennifer Wortman Vaughan, Yi-Ling Chen +3 more
2015Journal of Economics Theory31 citations Open access
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Fair Seeding in Knockout Tournaments
Thuc D. Vu, Y. Shoham
2011TIST28 citations
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Osprey: Weak Supervision of Imbalanced Extraction Problems without Code
E. Bringer, Abraham Israeli, Y. Shoham, Alexander J. Ratner +1 more
2019DEEM@SIGMOD26 citations
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Computational Pool: A New Challenge for Game Theory Pragmatics
Christopher Archibald, Alon Altman, M. Greenspan, Y. Shoham
2010The AI Magazine21 citations Open access
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Joint Revision of Beliefs and Intention
T. Icard, E. Pacuit, Y. Shoham
2010International Conference on Principles of Knowledge Representation and Reasoning21 citations
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Internal implementation
Ashton Anderson, Y. Shoham, Alon Altman
2010Adaptive Agents and Multi-Agent Systems17 citations
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Parallel Context Windows Improve In-Context Learning of Large Language Models
Nir Ratner, Yoav Levine, Yonatan Belinkov, Ori Ram +5 more
2022arXiv.org15 citations Open access
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Designing competitions between teams of individuals
Ping-Zhong Tang, Y. Shoham, Fang-Zhen Lin
2010Artificial Intelligence15 citations Open access
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Stable Invitations
Hooyeon Lee, Y. Shoham
2014AAAI Conference on Artificial Intelligence14 citations Open access
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Turning personal calendars into scheduling assistants
J. Bank, Zachary Cain, Y. Shoham, Caroline Suen +1 more
2012CHI Extended Abstracts14 citations
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Towards the AI Index
Y. Shoham
2017The AI Magazine13 citations Open access
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Artificial Intelligence Index Report 2026
S. Sajadieh, Loredana Fattorini, C. Raymond Perrault, Yolanda Gil +19 more
2026arXiv.org12 citations
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Minimum Cuts
Johannes Fürnkranz, P. K. Chan, Susan Craw, Claude Sammut +27 more
2010Encyclopedia of Machine Learning12 citations
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Success, strategy and skill: an experimental study
Christopher Archibald, Alon Altman, Y. Shoham
2010Adaptive Agents and Multi-Agent Systems12 citations
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On equilibria in games with imperfect recall
Nicolas S. Lambert, Adrian Marple, Y. Shoham
2019Games Econ. Behav.10 citations
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The 'mystery' of opioid-induced diarrhea.
S. Bril, Y. Shoham, J. Marcus
2011Pain Research and Management10 citations Open access
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Hong Kong University of Science and Technology Clear Water Bay
Pingzhong Tang, Y. Shoham, Fangzhen Lin
200910 citations
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Mode Analysis
Johannes Fürnkranz, P. K. Chan, Susan Craw, Claude Sammut +27 more
2010Encyclopedia of Machine Learning and Data Mining9 citations
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Mean Squared Error
Johannes Fürnkranz, P. K. Chan, Susan Craw, Claude Sammut +27 more
2010Encyclopedia of Machine Learning8 citations
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Mixture Distribution
Johannes Fürnkranz, P. K. Chan, Susan Craw, Claude Sammut +27 more
2010Encyclopedia of Machine Learning8 citations
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The Global AI Vibrancy Tool
Loredana Fattorini, Nestor Maslej, C. R. Perrault, Vanessa Parli +3 more
2024arXiv.org7 citations
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Price manipulation in prediction markets: analysis and mitigation
E. Huang, Y. Shoham
2014Adaptive Agents and Multi-Agent Systems7 citations
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Huge Frozen Language Models as Readers for Open-Domain Question Answering
Yoav Levine, Ori Ram, Daniel Jannai, Barak Lenz +4 more
20226 citations
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Multi-agent Learning
Y. Shoham, Rob Powers
2017Encyclopedia of Machine Learning and Data Mining6 citations
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McDiarmid's Inequality
Johannes Fürnkranz, P. K. Chan, Susan Craw, Claude Sammut +27 more
2010Encyclopedia of Machine Learning6 citations
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