Jenna Kanerva
jmnybl@utu.fi ORCID identifier: https://orcid.org/ https://orcid.org/ 0000-0003-4580-5366 |
language technology, natural language processing, machine learning, corpus annotation
University Lecturer in Language Technology and Digital Language Studies. 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 MSc degree in 2014 and PhD in 2024 (computer science, University of Turku).
My research focuses on language technology, with a particular interest in machine learning based methods for Finnish language processing. I also greatly enjoy and value elementary corpus work and data annotation.
I'm involved in teaching language technology related courses at the Department of Computing and Digital Language Studies. I have completed a 25 ECTS study module in university pedagogy between years 2019 and 2021.
- Universal Lemmatizer: A sequence-to-sequence model for lemmatizing Universal Dependencies treebanks (2021)
- Natural Language Engineering
(A1 Refereed original research article in a scientific journal) - WikiBERT Models: Deep Transfer Learning for Many Languages (2021)
- Linköping Electronic Conference Proceedings
(A4 Refereed article in a conference publication ) - Dependency parsing of biomedical text with BERT (2020)
- BMC Bioinformatics
(A1 Refereed original research article in a scientific journal) - 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 Refereed article in a conference publication ) - 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 Refereed article in a conference publication ) - Is Multilingual BERT Fluent in Language Generation? (2019)
- Linköping Electronic Conference Proceedings
(A4 Refereed article in a conference publication ) - 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 Refereed article in a conference publication ) - 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 Refereed article in a conference publication ) - Template-free Data-to-Text Generation of Finnish Sports News (2019)
- Linköping Electronic Conference Proceedings
(A4 Refereed article in a conference publication ) - 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 Article in a professional conference publication)
