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Dive into the research topics where Elior Sulem is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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  • Bootstrapping Small & High Performance Language Models with Unmasking-Removal Training Policy

    Yang, Y., Sulem, E., Lee, I. & Roth, D., 1 Jan 2023, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 457-464 8 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

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

  • Penn & BGU BabyBERTa+ for Strict-Small BabyLM Challenge

    Yang, Y., Lee, I., Sulem, E. & Roth, D., 1 Jan 2023, CoNLL 2023 - BabyLM Challenge at the 27th Conference on Computational Natural Language Learning, Proceedings. Warstadt, A., Mueller, A., Choshen, L., Wilcox, E., Zhuang, C., Ciro, J., Mosquera, R., Paranjabe, B., Williams, A., Linzen, T. & Cotterell, R. (eds.). Association for Computational Linguistics (ACL), p. 86-88 3 p. (CoNLL 2023 - BabyLM Challenge at the 27th Conference on Computational Natural Language Learning, Proceedings).

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

    1 Scopus citations
  • Recent Advances in Natural Language Processing via Large Pre-trained Language Models: A Survey

    Min, B., Ross, H., Sulem, E., Veyseh, A. P. B., Nguyen, T. H., Sainz, O., Agirre, E., Heintz, I. & Roth, D., 14 Sep 2023, In: ACM Computing Surveys. 56, 2, 30.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    110 Scopus citations
  • Capturing the Content of a Document through Complex Event Identification

    Qi, Z., Sulem, E., Wang, H., Yu, X. & Roth, D., 1 Jan 2022, *SEM 2022 - 11th Joint Conference on Lexical and Computational Semantics, Proceedings of the Conference. Nastase, V., Pavlick, E., Pilehvar, M. T., Camacho-Collados, J. & Raganato, A. (eds.). Association for Computational Linguistics (ACL), p. 331-340 10 p. (*SEM 2022 - 11th Joint Conference on Lexical and Computational Semantics, Proceedings of the Conference).

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

    2 Scopus citations
  • Yes, No or IDK: The Challenge of Unanswerable Yes/No Questions

    Sulem, E., Hay, J. & Roth, D., 1 Jan 2022, NAACL 2022 - 2022 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. 1075-1085 11 p. (NAACL 2022 - 2022 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
  • BabyBERTa: Learning More Grammar With Small-Scale Child-Directed Language

    Huebner, P. A., Sulem, E., Fisher, C. & Roth, D., 1 Jan 2021, CoNLL 2021 - 25th Conference on Computational Natural Language Learning, Proceedings. Bisazza, A. & Abend, O. (eds.). Association for Computational Linguistics (ACL), p. 624-646 23 p. (CoNLL 2021 - 25th Conference on Computational Natural Language Learning, Proceedings).

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

    42 Scopus citations
  • DoWe Know WhatWe Don't Know? Studying Unanswerable Questions beyond SQuAD 2.0

    Sulem, E., Hay, J. & Roth, D., 1 Jan 2021, Findings of the Association for Computational Linguistics, Findings of ACL: EMNLP 2021. Moens, M.-F., Huang, X., Specia, L. & Yih, S. W.-T. (eds.). Association for Computational Linguistics (ACL), p. 4543-4548 6 p. (Findings of the Association for Computational Linguistics, Findings of ACL: EMNLP 2021).

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

    12 Scopus citations
  • Recent advances in natural language processing via large pre-trained language models: A survey

    Min, B., Ross, H., Sulem, E., Veyseh, A. P. B., Nguyen, T. H., Sainz, O., Agirre, E., Heinz, I. & Roth, D., 2021.

    Research output: Working paper/PreprintPreprint

    Open Access
  • Zero-shot Event Extraction via Transfer Learning: Challenges and Insights

    Lyu, Q., Zhang, H., Sulem, E. & Roth, D., 1 Jan 2021, ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 322-332 11 p. (ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference; vol. 2).

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

    67 Scopus citations
  • Semantic structural decomposition for neural machine translation

    Sulem, E., Abend, O. & Rappoport, A., Dec 2020, p. 50-57. 8 p.

    Research output: Contribution to conferencePaperpeer-review