Elior Sulem

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Elior Sulem

 https://orcid.org/0000-0002-9859-7313
20152023

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  • 2023

    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 proceeding › Conference contribution › peer-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 proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2022

    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 proceeding › Conference contribution › peer-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 proceeding › Conference contribution › peer-review

    11 Scopus citations
  • 2021

    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 proceeding › Conference contribution › peer-review

    44 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 proceeding › Conference contribution › peer-review

    12 Scopus citations

  • 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 proceeding › Conference contribution › peer-review

    72 Scopus citations
  • 2020

    The language of legal and illegal activity on the darknet

    Choshen, L., Eldad, D., Hershcovich, D., Sulem, E. & Abend, O., 1 Jan 2020, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 4271-4279 9 p. (ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference).

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

    11 Scopus citations
  • 2019

    SemEval-2019 task 1: Cross-lingual semantic parsing with UCCA

    Hershcovich, D., Aizenbud, Z., Choshen, L., Sulem, E., Rappoport, A. & Abend, O., 1 Jan 2019, NAACL HLT 2019 - International Workshop on Semantic Evaluation, SemEval 2019, Proceedings of the 13th Workshop. Association for Computational Linguistics (ACL), p. 1-10 10 p. (NAACL HLT 2019 - International Workshop on Semantic Evaluation, SemEval 2019, Proceedings of the 13th Workshop).

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

    21 Scopus citations
  • 2018

    BLEU is not suitable for the evaluation of text simplification

    Sulem, E., Abend, O. & Rappoport, A., 1 Jan 2018, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Association for Computational Linguistics, p. 738-744 7 p. (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 2018).

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

    105 Scopus citations

  • Semantic structural evaluation for text simplification

    Sulem, E., Abend, O. & Rappoport, A., 1 Jan 2018, Long Papers. Association for Computational Linguistics (ACL), p. 685-696 12 p. (NAACL HLT 2018 - 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference; vol. 1).

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

    62 Scopus citations

  • Simple and effective text simplification using semantic and neural methods

    Sulem, E., Abend, O. & Rappoport, A., 1 Jan 2018, ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Association for Computational Linguistics (ACL), p. 162-173 12 p. (ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); vol. 1).

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

    Open Access
    49 Scopus citations