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  • 2024

    Multilingual Instruction Tuning With Just a Pinch of Multilinguality

    Shaham, U., Herzig, J., Aharoni, R., Szpektor, I., Tsarfaty, R. & Eyal, M., 2024, 62nd Annual Meeting of the Association for Computational Linguistics, ACL 2024 - Proceedings of the Conference. Ku, L.-W., Martins, A. & Srikumar, V. (eds.). Association for Computational Linguistics (ACL), p. 2304-2317 14 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2023

    Causes and Cures for Interference in Multilingual Translation

    Shaham, U., Elbayad, M., Goswami, V., Levy, O. & Bhosale, S., 2023, Long Papers. Association for Computational Linguistics (ACL), p. 15849-15863 15 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    7 Scopus citations
  • Instruction Induction: From Few Examples to Natural Language Task Descriptions

    Honovich, O., Shaham, U., Bowman, S. R. & Levy, O., 2023, Long Papers. Association for Computational Linguistics (ACL), p. 1935-1952 18 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    16 Scopus citations
  • ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding

    Shaham, U., Ivgi, M., Efrat, A., Berant, J. & Levy, O., 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics (ACL), p. 7977-7989 13 p. (Findings of the Association for Computational Linguistics: EMNLP 2023).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    9 Scopus citations
  • 2022

    Discovery of Single Independent Latent Variable

    Shaham, U., Svirsky, J., Katz, O. & Talmon, R., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • What Do You Get When You Cross Beam Search with Nucleus Sampling?

    Shaham, U. & Levy, O., 2022, Insights 2022 - 3rd Workshop on Insights from Negative Results in NLP, Proceedings of the Workshop. Tafreshi, S., Sedoc, J., Rogers, A., Drozd, A., Rumshisky, A. & Akula, A. R. (eds.). Association for Computational Linguistics (ACL), p. 38-45 8 p. (Insights 2022 - 3rd Workshop on Insights from Negative Results in NLP, Proceedings of the Workshop).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
  • 2021

    Cryptonite: A Cryptic Crossword Benchmark for Extreme Ambiguity in Language

    Efrat, A., Shaham, U., Kilman, D. & Levy, O., 2021, EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 4186-4192 7 p. (EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    6 Scopus citations
  • Differentiable Unsupervised Feature Selection based on a Gated Laplacian

    Lindenbaum, O., Shaham, U., Peterfreund, E., Svirsky, J., Casey, N. & Kluger, Y., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 1530-1542 13 p. (Advances in Neural Information Processing Systems; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    18 Scopus citations
  • Neural Machine Translation without Embeddings

    Shaham, U. & Levy, O., 2021, NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 181-186 6 p. (NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    9 Scopus citations
  • 2016

    A deep learning approach to unsupervised ensemble learning

    Shaham, U., Cheng, X., Dror, O., Jaffe, A., Nadler, B., Chang, J. & Kluger, Y., 2016, 33rd International Conference on Machine Learning, ICML 2016. Balcan, M. F. & Weinberger, K. Q. (eds.). International Machine Learning Society (IMLS), p. 72-85 14 p. (33rd International Conference on Machine Learning, ICML 2016; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    12 Scopus citations
  • 2009

    Automatic detection of pain in ECG signals

    Shaham, U., Tomer, E., Rudich, Z. & Tejman-Yarden, S., 2009, International Conference on Artificial Intelligence and Pattern Recognition 2009, AIPR 2009. p. 430-434 5 p. (International Conference on Artificial Intelligence and Pattern Recognition 2009, AIPR 2009).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • 2008

    Classification using normalized compression distance

    Shaham, U. & Edan, Y., 2008, International Conference on Artificial Intelligence and Pattern Recognition 2008, AIPR 2008. p. 63-69 7 p. (International Conference on Artificial Intelligence and Pattern Recognition 2008, AIPR 2008).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    1 Scopus citations
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