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.
- Measuring Social Integration Through Participation: Categorizing Organizations and Leisure Activities in the Displaced Karelians Interview Archive using LLMs (2026) Proceedings of the 10th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature 2026 Laato, Joonatan; Schroderus, Veera; Kanerva, Jenna; Kauppi, Jenni; Lummaa, Virpi; Ginter, Filip
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - A Deep Dive into Multi-Head Attention and Multi-Aspect Embedding (2025)
- Recent Advances in Natural Language Processing
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - Creating a Historical Migration Dataset from Finnish Church Records, 1800–1920 (2025)
- Journal of Open Humanities Data
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä ) - Muuttoluetteloista digitaaliseen tietokantaan – muuttoluettelot sukututkijan avuksi (2025)
- Suku: lehti sukututkijoille
(E1 Yleistajuinen artikkeli lehdessä) - OCR Error Post-Correction with LLMs in Historical Documents: No Free Lunches (2025) Proceedings of the Third Workshop on Resources and Representations for Under-Resourced Languages and Domains (RESOURCEFUL-2025) Kanerva, Jenna; Ledins, Cassadra; Käpyaho, Siiri; Ginter, Filip
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - TCBLex - A lexical database of Finnish literary texts for children (2025)
- Behavior Research Methods
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä ) - Extracting Social Connections from Finnish Karelian Refugee Interviews Using LLMs (2024)
- CEUR Workshop Proceedings
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - Improving Latin Dependency Parsing by Combining Treebanks and Predictions (2024) Proceedings of the 4th International Conference on Natural Language Processing for Digital Humanities Kupari, Hanna-Mari Kristiina; Henriksson, Erik; Laippala, Veronika; Kanerva, Jenna
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - Semantic search as extractive paraphrase span detection (2024)
- Language Resources and Evaluation
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä ) - Understanding the structure and meaning of Finnish texts: From corpus creation to deep language modelling (2024) Kanerva, Jenna
(G5 Artikkeliväitöskirja)



