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Amnon Shashua

 https://orcid.org/0009-0009-5709-0936
    1990 …2024

    Research activity per year

    Personal profile

    Expertise related to UN Sustainable Development Goals

    In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

    1. SDG 3 - Good Health and Well-being
      SDG 3 Good Health and Well-being
    2. SDG 7 - Affordable and Clean Energy
      SDG 7 Affordable and Clean Energy
    3. SDG 11 - Sustainable Cities and Communities
      SDG 11 Sustainable Cities and Communities

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    Collaborations and top research areas from the last five years

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    • ALIGN WITH PURPOSE: OPTIMIZE DESIRED PROPERTIES IN CTC MODELS WITH A GENERAL PLUG-AND-PLAY FRAMEWORK

      Segev, E., Alroy, M., Katsir, R., Wies, N., Shenhav, A., Ben-Oren, Y., Zar, D., Tadmor, O., Bitterman, J., Shashua, A. & Rosenwein, T., 2024.

      Research output: Contribution to conference › Paper › peer-review

    • Fundamental Limitations of Alignment in Large Language Models

      Wolf, Y., Wies, N., Avnery, O., Levine, Y. & Shashua, A., 2024, In: Proceedings of Machine Learning Research. 235, p. 53079-53112 34 p.

      Research output: Contribution to journal › Conference article › peer-review

      8 Scopus citations

    • 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., 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Graham, Y., Purver, M. & Purver, M. (eds.). Association for Computational Linguistics (ACL), p. 49-66 18 p. (EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference; vol. 1).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      29 Scopus citations

    • In-Context Retrieval-Augmented Language Models

      Ram, O., Levine, Y., Dalmedigos, I., Muhlgay, D., Shashua, A., Leyton-Brown, K. & Shoham, Y., 2023, In: Transactions of the Association for Computational Linguistics. 11, p. 1316-1331 16 p.

      Research output: Contribution to journal › Article › peer-review

      Open Access
      448 Scopus citations

    • 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, Long Papers. Association for Computational Linguistics (ACL), p. 6383-6402 20 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      Open Access
      62 Scopus citations
    View all 129 Research outputs