Jenna Kanerva
jmnybl@utu.fi ORCID-tunniste: https://orcid.org/ https://orcid.org/ 0000-0003-4580-5366 |
kieliteknologia, luonnollisen kielen prosessointi, koneoppiminen, korpukset, annotointi
I am a doctoral researcher at the Department of Computing, University of Turku. I’m working as a part of the TurkuNLP research group focusing on language technology and natural language processing (NLP) related topics. I got my Master of Science degree in 2014 at the University of Turku (major subject computer science).
My PhD research focuses on the area of language technology, especially being interested in machine learning based methods for Finnish language processing. I also greatly enjoy and respect elementary corpus work after being part of the data collection and annotation effort of several language data resources built for Finnish language at the TurkuNLP group. After building the elementary resources, these datasets are used to develop several language processing tools based on the latest machine learning methods.
Starting from the year 2014, I have acted as a responsible/co-responsible person for the Introduction to Language Technology course lectured at the University of Turku each year. In addition to this, I have been lecturing/co-lecturing several courses/lectures related to language technology at the University of Turku, as well as being invited to give lectures as part-time teacher at the Arcada University of Applied Sciences and the University of Tampere (Pori unit). In order to advance as a teacher, I have completed a 25 ECTS study module of university pedagogy within the years 2019-2021.
- Universal Lemmatizer: A sequence-to-sequence model for lemmatizing Universal Dependencies treebanks (2021)
- Natural Language Engineering
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä ) - WikiBERT Models: Deep Transfer Learning for Many Languages (2021)
- Linköping Electronic Conference Proceedings
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - Dependency parsing of biomedical text with BERT (2020)
- BMC Bioinformatics
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä ) - The FISKMO project: Resources and tools for Finnish-Swedish machine translation and cross-linguistic research (2020) Proceedings of the 12th Language Resources and Evaluation Conference Jörg Tiedemann, Tommi Nieminen, Mikko Aulamo, Jenna Kanerva, Akseli Leino, Filip Ginter, Niko Papula
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - Turku Enhanced Parser Pipeline: From Raw Text to Enhanced Graphs in the IWPT 2020 Shared Task (2020)
- Annual Meeting of the Association for Computational Linguistics
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - Is Multilingual BERT Fluent in Language Generation? (2019)
- Linköping Electronic Conference Proceedings
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - Neural Dependency Parsing of Biomedical Text: TurkuNLP entry in the CRAFT Structural Annotation Task (2019) Proceedings of the 5th Workshop on BioNLP Open Shared Tasks Thang Minh Ngo, Jenna Kanerva, Filip Ginter, Sampo Pyysalo
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - Parse me if you can: Artificial treebanks for parsing experiments on elliptical constructions (2019) LREC 2018 - 11th International Conference on Language Resources and Evaluation Droganova K., Zeman D., Kanerva J., Ginter F.
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - Template-free Data-to-Text Generation of Finnish Sports News (2019)
- Linköping Electronic Conference Proceedings
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - A bottom-up analysis of sentence-initial DRDs in the Finnish Internet (2018) Veronika Laippala, Aki-Juhani Kyröläinen, Filip Ginter, Jenna Kanerva, Johanna Komppa, Jyrki
Kalliokoski
(D3 Artikkeli ammatillisessa konferenssijulkaisussa )
