ITU

Natural Language Processing

Organisational unit: Research Group

IT University of Copenhagen
Rued Langgaards Vej 7
DK-2300 Copenhagen S
Denmark

Contact information

Organisation profile

Natural Language Processing (NLP) uses machine learning and other techniques to parse, analyse, translate and understand texts in human languages such as English or Danish. The work of ITU NLP researchers include transfer learning, representation learning, analysis of clinical patient records, automatic summarization, corpora building, stance detection, fake news analysis, and much more. 

  1. 2021
  2. Published

    PROCAT: Product Catalogue Dataset for Implicit Clustering, Permutation Learning and Structure Prediction

    Jurewicz, M. & Derczynski, L., 1 Dec 2021, Thirty-fifth Conference on Neural Information Processing Systems: Datasets and Benchmarks Track. 2021 ed. Vol. 1.

    Research output: Conference Article in Proceeding or Book/Report chapterArticle in proceedingsResearchpeer-review

  3. Published

    Set-to-Sequence Methods in Machine Learning: A Review

    Jurewicz, M. & Derczynski, L., 12 Aug 2021, In: The Journal of Artificial Intelligence Research. 71, p. 885-924

    Research output: Journal Article or Conference Article in JournalJournal articleResearchpeer-review

  4. Published

    Unsupervised discovery of unaccusative and unergative verbs

    Loáiciga, S., Bevacqua, L. & Hardmeier, C., 2021.

    Research output: Working paperPreprintResearch

  5. Published

    Genre as Weak Supervision for Cross-lingual Dependency Parsing

    Müller-Eberstein, M., van der Goot, R. & Plank, B., Nov 2021, Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. Online and Punta Cana, Dominican Republic: Association for Computational Linguistics, p. 4786-4802

    Research output: Conference Article in Proceeding or Book/Report chapterArticle in proceedingsResearchpeer-review

  6. Published

    How Universal is Genre in Universal Dependencies?

    Müller-Eberstein, M., van der Goot, R. & Plank, B., Dec 2021, Proceedings of the 20th International Workshop on Treebanks and Linguistic Theories (TLT, SyntaxFest 2021). Sofia, Bulgaria: Association for Computational Linguistics, p. 69-85

    Research output: Conference Article in Proceeding or Book/Report chapterArticle in proceedingsResearchpeer-review

  7. Published

    DanFEVER: claim verification dataset for Danish

    Nørregaard, J. & Derczynski, L., 1 Jun 2021, Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa). Northern European Association for Language Technology (NEALT)

    Research output: Conference Article in Proceeding or Book/Report chapterArticle in proceedingsResearchpeer-review

  8. Published

    Finding the needle in a haystack: Extraction of Informative COVID-19 Danish Tweets

    Olsen, B. A. & Plank, B., 2021, Proceedings of the 2021 EMNLP Workshop W-NUT: The Seventh Workshop on Noisy User-generated Text. Association for Computational Linguistics, p. 11–19

    Research output: Conference Article in Proceeding or Book/Report chapterArticle in proceedingsResearchpeer-review

  9. Published

    DaNLP: An open-source toolkit for Danish Natural Language Processing

    Pauli, A. B., Barrett, M. J., Lacroix, O. & Hvingelby, R., 2021, Proceedings of the 23rd Nordic Conference on Computational Linguistics. Linköping Electronic Conference Proceedings, p. 460-466

    Research output: Conference Article in Proceeding or Book/Report chapterArticle in proceedingsResearchpeer-review

  10. Published

    Cross-Lingual Cross-Domain Nested Named Entity Evaluation on English Web Texts

    Plank, B., 2021, Findings of ACL 2021. Association for Computational Linguistics, p. 1808 1815 p.

    Research output: Conference Article in Proceeding or Book/Report chapterArticle in proceedingsResearchpeer-review

  11. Published

    Hyperparameter Power Impact in Transformer Language Model Training

    Puvis de Chavannes, L. H., Kongsbak, M. G. K., Rantzau, T. & Derczynski, L., 1 Nov 2021, Proceedings of the Second Workshop on Simple and Efficient Natural Language Processing. Association for Computational Linguistics

    Research output: Conference Article in Proceeding or Book/Report chapterArticle in proceedingsResearchpeer-review

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