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Collaborations and top research areas from the last five years
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Learning from Child-directed Speech in Two-language Scenarios: A French-English Case-Study
Binyamin, L. & Sulem, E., 1 Mar 2026, Findings of the Association for Computational Linguistics: EACL 2026. Demberg, V., Inui, K. & Marquez, L. (eds.). Rabat, Morocco: Association for Computational Linguistics, p. 6412-6426 15 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Cross-Lingual Extractive Question Answering with Unanswerable Questions
Gorodissky, Y., Sulem, E. & Roth, D., 1 Nov 2025, Proceedings of the 14th Joint Conference on Lexical and Computational Semantics (*SEM 2025). Frermann, L. & Stevenson, M. (eds.). Suzhou, China: Association for Computational Linguistics, p. 100-121 22 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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LCHAIM - Investigating Long Context Reasoning in Hebrew
Malul, E., Perets, O., Mor, Z., Kassel, Y. & Sulem, E., 27 Jul 2025, Findings of the Association for Computational Linguistics: ACL 2025: ACL 2025. Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). Vienna, Austria: Association for Computational Linguistics, p. 7928-7939 12 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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TafBERTa: Learning Grammatical Rules from Small-Scale Language Acquisition Data in Hebrew
Gelboim, A. & Sulem, E., 1 Nov 2025, Proceedings of the First BabyLM Workshop. Charpentier, L., Choshen, L., Cotterell, R., Gul, M. O., Hu, M. Y., Liu, J., Jumelet, J., Linzen, T., Mueller, A., Ross, C., Shah, R. S., Warstadt, A., Wilcox, E. G. & Williams, A. (eds.). Suzhou, China: Association for Computational Linguistics, p. 76-90 15 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
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., 29 Feb 2024, In: ACM Computing Surveys. 56, 2, 30.Research output: Contribution to journal › Article › peer-review
1129 Scopus citations -
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
Open Access1 Scopus citations -
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 -
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
4 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
Open Access23 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 proceeding › Conference contribution › peer-review
Open Access95 Scopus citations