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  • 2021

    MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer

    Ansell, A., Ponti, E. M., Pfeiffer, J., Ruder, S., Glavaš, G., Vulić, I. & Korhonen, A., 28 Dec 2021, Findings of the Association for Computational Linguistics: EMNLP 2021. Moens, M-F., Huang, X., Specia, L. & Wen-tau Yih, S. (eds.). Punta Cana, Dominican Republic: Association for Computational Linguistics, p. 4762-4781 20 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
  • SIGMORPHON 2021 Shared Task on Morphological Reinflection: Generalization Across Languages

    Pimentel, T., Ryskina, M., Mielke, S. J., Wu, S., Chodroff, E., Leonard, B., Nicolai, G., Ghanggo Ate, Y., Khalifa, S., Habash, N., El-Khaissi, C., Goldman, O., Gasser, M., Lane, W., Coler, M., Oncevay, A., Montoya Samame, J. R., Silva Villegas, G. C., Ek, A., Bernardy, J-P., & 38 othersShcherbakov, A., Bayyr-ool, A., Sheifer, K., Ganieva, S., Plugaryov, M., Klyachko, E., Salehi, A., Krizhanovsky, A., Krizhanovsky, N., Vania, C., Ivanova, S., Salchak, A., Straughn, C., Liu, Z., Washington, J. N., Ataman, D., Kieraś, W., Woliński, M., Suhardijanto, T., Stoehr, N., Nuriah, Z., Ratan, S., Tyers, F. M., Ponti, E. M., Aiton, G., Hatcher, R. J., Prud'hommeaux, E., Kumar, R., Hulden, M., Barta, B., Lakatos, D., Szolnok, G., Ács, J., Raj, M., Yarowsky, D., Cotterell, R., Ambridge, B. & Vylomova, E., 5 Aug 2021, Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology. Nicolai, G., Gorman, K. & Cotterell, R. (eds.). Stroudsburg, PA, USA: Association for Computational Linguistics, p. 229-259 31 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
  • LexFit: Lexical Fine-Tuning of Pretrained Language Models

    Vulić, I., Ponti, E. M., Korhonen, A. & Glavaš, G., 1 Aug 2021, Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers). Zong, C., Xia, F., Li, W. & Navigli, R. (eds.). Stroudsburg, PA, USA: Association for Computational Linguistics, Vol. 1. p. 5269-5283 15 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
  • 2019

    Cross-lingual Semantic Specialization via Lexical Relation Induction

    Ponti, E. M., Vulić, I., Glavaš, G., Reichart, R. & Korhonen, A., 1 Nov 2019, Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). Inui, K., Jiang, J., Ng, V. & Wan, X. (eds.). Stroudsburg, PA, USA: Association for Computational Linguistics, p. 2206-2217 12 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
  • Specializing Distributional Vectors of All Words for Lexical Entailment

    Kamath, A., Pfeiffer, J., Ponti, E. M., Glavaš, G. & Vulić, I., 1 Aug 2019, Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019). Augenstein, I., Gella, S., Ruder, S., Kann, K., Can, B., Welbl, J., Conneau, A., Ren, X. & Rei, M. (eds.). Stroudsburg, PA, USA: Association for Computational Linguistics, p. 72-83 12 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
  • 2018

    Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization

    Ponti, E. M., Vulić, I., Glavaš, G., Mrkšić, N. & Korhonen, A., 1 Oct 2018, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Stroudsburg, PA, USA: Association for Computational Linguistics, p. 282-293 12 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
  • On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling

    Gerz, D., Vulić, I., Ponti, E. M., Reichart, R. & Korhonen, A., 1 Oct 2018, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing. Riloff, E., Chiang, D., Hockenmaier, J. & Tsujii, J. (eds.). Stroudsburg, PA, USA: Association for Computational Linguistics, p. 316-327 12 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
  • Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP

    Ponti, E. M., Reichart, R., Korhonen, A. & Vulić, I., 1 Jul 2018, Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Gurevych, I. & Miyao, Y. (eds.). Stroudsburg, PA, USA: Association for Computational Linguistics, Vol. 1. p. 1531-1542 12 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
  • 2017

    Decoding Sentiment from Distributed Representations of Sentences

    Ponti, E. M., Vulić, I. & Korhonen, A., 1 Aug 2017, Proceedings of the 6th Joint Conference on Lexical and Computational Semantics (*SEM 2017). Ide, N., Herbelot, A. & Màrquez, L. (eds.). Stroudsburg, PA, USA: Association for Computational Linguistics, p. 22-32 11 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
  • Event-Related Features in Feedforward Neural Networks Contribute to Identifying Causal Relations in Discourse

    Ponti, E. M. & Korhonen, A., 2 Apr 2017, Proceedings of the 2nd Workshop on Linking Models of Lexical, Sentential and Discourse-level Semantics. Roth, M., Mostafazadeh, N., Chambers, N. & Louis, A. (eds.). Stroudsburg, PA, USA: Association for Computational Linguistics, p. 25-30 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
  • 2016

    Divergence from Syntax to Linear Order in Ancient Greek Lexical Networks

    Ponti, E., 30 Mar 2016, Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference. AAAI Press, p. 541-546 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access