Natural Language Processing
Organisational unit: Research Group
IT University of Copenhagen
Rued Langgaards Vej 7
DK-2300 Copenhagen S
Denmark
Contact information
- Web: http://nlp.itu.dk
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.
- 2021
- Published
Event and entity coreference across five European languages: Effects of context and referring expression
Bevacqua, L., Loáiciga, S., Rohde, H. & Hardmeier, C., 18 Dec 2021, In: Dialogue and Discourse.Research output: Journal Article or Conference Article in Journal › Journal article › Research › peer-review
- 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 chapter › Article in proceedings › Research › peer-review
- 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. 69-85Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
- Published
Cartography Active Learning
Zhang, M. & Plank, B., 8 Nov 2021, Findings of the Association for Computational Linguistics: EMNLP 2021. Association for Computational Linguistics, p. 395–406Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
- 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 LinguisticsResearch output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
- 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. 4786-4802Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
- Published
MultiLexNorm: A Shared Task on Multilingual Lexical Normalization
van der Goot, R., Ramponi, A., Zubiaga, A., Plank, B., Muller, B., San Vicente Roncal, I., Ljubešic´, N., Çetinoğlu, Ö., Mahendra, R., Çolakoglu, T., Baldwin, T., Caselli, T. & Sidorenko, W., Nov 2021, Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021). Association for Computational Linguistics, p. 493–509 16 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
- Published
CL-MoNoise: Cross-lingual Lexical Normalization
van der Goot, R., Oct 2021, Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021). Association for Computational Linguistics, p. 510 4 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
- Published
We Need to Talk About train-dev-test Splits
van der Goot, R., Oct 2021, Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, p. 4485 9 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
- Published
Creating a Universal Dependencies Treebank of Spoken Frisian-Dutch Code-switched Data
Braggaar, A. & van der Goot, R., 25 Sep 2021.Research output: Contribution to conference - NOT published in proceeding or journal › Conference abstract for conference › Research › peer-review