Jenna Kanerva
jmnybl@utu.fi |
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.
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- WikiBERT Models: Deep Transfer Learning for Many Languages (2021)
- Linköping Electronic Conference Proceedings
- Dependency parsing of biomedical text with BERT (2020)
- BMC Bioinformatics
- 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
- 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
- Is Multilingual BERT Fluent in Language Generation? (2019)
- Linköping Electronic Conference Proceedings
- 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
- 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.
- Template-free Data-to-Text Generation of Finnish Sports News (2019)
- Linköping Electronic Conference Proceedings
- 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 - Dependency profiles in the large-scale analysis of discourse connectives (2018)
- Corpus Linguistics and Linguistic Theory
- Enhancing Universal Dependency Treebanks: A Case Study (2018) Proceedings of the Second Workshop on Universal Dependencies (UDW 2018) Joakim Nivre, Paola Marongiu, Filip Ginter, Jenna Kanerva, Simonetta Montemagni, Sebastian Schuster, Maria Simi
- Mind the Gap: Data Enrichment in Dependency Parsing of Elliptical Constructions (2018) Proceedings of the Second Workshop on Universal Dependencies (UDW 2018) Kira Droganova, Filip Ginter, Jenna Kanerva, Daniel Zeman
- Turku Neural Parser Pipeline: An End-to-End System for the CoNLL 2018 Shared Task (2018) Proceedings of the CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies Jenna Kanerva, Filip Ginter, Niko Miekka, Akseli Leino, Tapio Salakoski
- Assessing the Annotation Consistency of the Universal Dependencies Corpora (2017)
- Linköping Electronic Conference Proceedings
- CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies (2017) Proceedings of the CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies Zeman D, Popel M, Straka M, Hajič J, Nivre J, Ginter F, Luotolahti J, Pyysalo S, Petrov S, Potthast M, Tyers F, Badmaeva E, Gökırmak M, Nedoluzhko A, Cinková S, Hajič jr. J, Hlaváčová J, Kettnerová V, Urešová Z, Kanerva J, Ojala S, Missilä A, Manning C, Schuster S, Reddy S, Taji D, Habash N, Leung H, Marneffe M, Sanguinetti M, Simi M, Kanayama H, Paiva V, Droganova K, Martínez Alonso H, Uszkoreit H, Macketanz V, Burchardt A, Harris K, Marheinecke K, Rehm G, Kayadelen T, Attia M, Elkahky A, Yu Z, Pitler E, Lertpradit S, Mandl M, Kirchner J, Fernandez Alcalde H, Strnadova J, Banerjee E, Manurung R, Stella A, Shimada A, Kwak S, Mendonçca G, Lando T, Nitisaroj R, Li J
- Cross-Lingual Pronoun Prediction with Deep Recurrent Neural Networks v2.0 (2017) Proceedings of the Third Workshop on Discourse in Machine Translation Luotolahti Juhani, Kanerva Jenna, Ginter Filip
- Dependency profiles as a tool for big data analysis of linguistic constructions: A case study of emoticons (2017)
- Eesti ja soome-ugri keeleteaduse ajakiri
- Dep_search: Efficient Search Tool for Large Dependency Parsebanks (2017)
- Linköping Electronic Conference Proceedings
- Distributional Semantics of the Partitive A Argument Construction in Finnish (2017) Empirical Approaches to Cognitive Linguistics: Analysing Real-Life Data Huumo Tuomas, Kyröläinen Aki-Juhani, Kanerva Jenna, Luotolahti M. Juhani, Salakoski Tapio, Ginter Filip, Laippala Veronika
- Fully Delexicalized Contexts for Syntax-Based Word Embeddings (2017)
- Linköping Electronic Conference Proceedings
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