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
From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding
van der Goot, R., Sharaf, I., Imankulova, A., Üstün, A., Stepanovic, M., Ramponi, A., Khairunnisa, S. O., Komachi, M. & Plank, B., 2021, Proceedings of NAACL. Association for Computational LinguisticsResearch output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
- Published
Lexical Normalization for Code-switched Data and its Effect on POS Tagging
van der Goot, R. & Çetinoğlu, Ö., Apr 2021, Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume. Association for Computational Linguistics, p. 2352-2365 13 p.Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
- Published
Massive Choice, Ample Tasks (MaChAmp): A Toolkit for Multi-task Learning in NLP
van der Goot, R., Üstün, A., Ramponi, A., Sharaf, I. & Plank, B., 2021, Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations. Association for Computational Linguistics, p. 176-197Research 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
On the Effectiveness of Dataset Embeddings in Mono-lingual, Multi-lingual and Zero-shot Conditions
van der Goot, R., Üstün, A. & Plank, B., Apr 2021, Proceedings of the Second Workshop on Domain Adaptation for NLP: EACL 2021 workshop. Association for Computational Linguistics, p. 183–194Research 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
Exploring the importance of source text in automatic post-editing for context-aware machine translation
Wang, C., Hardmeier, C. & Sennrich, R., 2021, Proceedings of the 23rd Nordic Conference on Computational Linguistics (NODALIDA). Linköping University Electronic Press, p. 326-335Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review
- Published
Annotating Online Misogyny
Zeinert, P., Inie, N. & Derczynski, L., 3 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). Association for Computational Linguistics, p. 3181–3197Research 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
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