Shoham, Yoav

Fab: content-based, collaborative recommendation

Balabanović, M., & Shoham, Y. (1997) · Communications of the ACM

Recommender Systems and TechniquesInformation Retrieval and Search Behavior

Cited by 2,934

Multiagent systems: algorithmic, game-theoretic, and logical foundations

Shoham, Y., & Leyton‐Brown, K. (2009) · Choice Reviews Online

Game Theory and Voting SystemsAuction Theory and Applications

Cited by 1,756

In-Context Retrieval-Augmented Language Models

Ram, O., Levine, Y., Dalmedigos, I., Muhlgay, D., Shashua, A., Leyton-Brown, K., & Shoham, Y. (2023) · Transactions of the Association for Computational Linguistics

Topic ModelingInformation Retrieval and Search Behavior

Cited by 449

Artificial Intelligence Index Report 2024

Maslej, N., Fattorini, L., Perrault, R., Parli, V., Reuel, A., Brynjolfsson, E., Etchemendy, J., Ligett, K., Lyons, T., Manyika, J., et al. (2024) · arXiv

Ethics and Social Impacts of AIArtificial Intelligence Applications

Cited by 159

The AI Index 2022 Annual Report

Zhang, D., Maslej, N., Brynjolfsson, E., Etchemendy, J., Lyons, T., Manyika, J., Ngo, H., Niebles, J. C., Sellitto, M., Sakhaee, E., et al. (2022) · arXiv

Ethics and Social Impacts of AIArtificial Intelligence Applications

Cited by 146

The Cost of Training NLP Models: A Concise Overview

Sharir, O., Peleg, B., & Shoham, Y. (2020) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 113

Parallel Context Windows for Large Language Models

Ratner, N., Levine, Y., Belinkov, Y., Ram, O., Magar, I., Abend, O., Karpas, E., Shashua, A., Leyton-Brown, K., & Shoham, Y. (2023) · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Topic ModelingNatural Language Processing Techniques

Cited by 111

Jamba: A Hybrid Transformer-Mamba Language Model

Lieber, O., Lenz, B., Bata, H., Cohen, G., Osin, J., Dalmedigos, I., Safahi, E., Meirom, S., Belinkov, Y., Shalev-Shwartz, S., et al. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 70

Artificial Intelligence Index Report 2025

Maslej, N., Fattorini, L., Perrault, R., Gil, Y., Parli, V., Kariuki, N., Capstick, E., Reuel, A., Brynjolfsson, E., Etchemendy, J., et al. (2025) · arXiv

Artificial Intelligence ApplicationsEthics and Social Impacts of AI

Cited by 50

MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning

Karpas, E., Abend, O., Belinkov, Y., Lenz, B., Lieber, O., Ratner, N., Shoham, Y., Bata, H., Levine, Y., Leyton-Brown, K., et al. (2022) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 49

The AI Index 2021 Annual Report

Zhang, D., Mishra, S., Brynjolfsson, E., Etchemendy, J., Ganguli, D., Grosz, B., Lyons, T., Manyika, J., Niebles, J. C., Sellitto, M., et al. (2021) · arXiv

Ethics and Social Impacts of AIArtificial Intelligence Applications

Cited by 48

Human or Not? A Gamified Approach to the Turing Test

Jannai, D., Meron, A., Lenz, B., Levine, Y., & Shoham, Y. (2023) · arXiv

Speech and dialogue systemsSocial Robot Interaction and HRI

Cited by 21

Standing on the Shoulders of Giant Frozen Language Models

Levine, Y., Dalmedigos, I., Ram, O., Zeldes, Y., Jannai, D., Muhlgay, D., Osin, Y., Lieber, O., Lenz, B., Shalev-Shwartz, S., et al. (2022) · arXiv

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 20

Generating benchmarks for factuality evaluation of language models

Muhlgay, D., Ram, O., Magar, I., Levine, Y., Ratner, N., Belinkov, Y., Abend, O., Leyton-Brown, K., Shashua, A., & Shoham, Y. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 8