Filip Ginter
figint@utu.fi Työhuone: 4th floor, 451A ORCID-tunniste: https://orcid.org/0000-0002-5484-6103 |
natural language processing; human language technology; machine learning; deep learning; resource development
human language technology, natural language processing, machine learning applied to human language, both methodological and resource creation research
I am a researcher at the Department of Computing, University of Turku. My research is in the area of natural language processing. I belong to the TurkuNLP (turkunlp.org) research group.
I was born in 1978 in Ostrava, Czech Republic (Czechoslovakia back then). In 2001, I got a M.Sc. (tech) in computer science at the computer science department of VSB - Technical University Ostrava. My major subject was artificial intelligence. I gained a PhD in computer science in 2007. The title of my thesis is Towards Information Extraction in the Biomedical Domain: Methods and Resources.
As of 2022, I am a professor of language technology and as of 2021 the deputy director of the Department of Computing.
My primary field of research is language technology / natural language processing. In my post-PhD career, I have focused on the development of NLP tools and resources primarily for Finnish, but later also numerous other languages via the Universal Dependencies project. My work is heavy on resource development, both in terms of data and machine learning pipelines. Open science and resources play an important role in my research, much of which is carried out in the open on GitHub and as a rule, all resources are openly available for unrestricted use. I work collaboratively, especially with my younger colleagues, rather than striving for deeper, primary author inquiries.
I have been actively teaching since early on during my PhD studies. I independently prepared my first advanced level NLP course in 2004, and since ca. 2008 I have been teaching at least one course every year, substantially more during my bioinformatics lecturer appointment. While a lecturer in the bioinformatics MSc degree programme, I was lecturing international students in two cities. In 2016, I was tasked with developing and coordinating the introduction of a new 20 ECTS study module on natural language processing. This module is, with modifications, still in use and shared between the departments of Languages and Computing, both in terms of teaching and in terms of students. In 2019-2020 and 2020-2021 I was also co-lecturing, upon invitation, two courses in natural language processing in the Arcada University of Applied Sciences in Helsinki.
- Supporting the use of standardized nursing terminologies with automatic subject heading prediction: a comparison of sentence-level text classification methods (2020)
- Journal of the American Medical Informatics Association
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä ) - The FISKMO project: Resources and tools for Finnish-Swedish machine translation and cross-linguistic researchParse me if you can: Artificial treebanks for parsing experiments on elliptical constructions (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) - The reuse of texts in Finnish newspapers and journals, 1771–1920: A digital humanities perspective (2020)
- Historical Methods: A Journal of Quantitative and Interdisciplinary History
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä ) - Turku Enhanced Parser Pipeline: From Raw Text to Enhanced Graphs in the IWPT 2020 Shared Task (2020)
- Annual Meeting of the Association for Computational LinguisticsCiceroniana On Line
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - Universal Dependencies v2: An Evergrowing Multilingual Treebank Collection (2020) Proceedings of the 12th Language Resources and Evaluation Conference Joakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, Jan Hajič, Christopher D. Manning, Sampo Pyysalo, Sebastian Schuster, Francis Tyers, Daniel Zeman
(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) - (2019) LREC 2018 - 11th International Conference on Language Resources and Evaluation Droganova K., Zeman D., Kanerva J., Ginter F.
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - Proceedings of the First NLPL Workshop on Deep Learning for Natural Language Processing (2019) Joakim Nivre, Filip Ginter, Stephan Oepen, Jörg Tiedemann
(C2 Toimitustyö tieteelliselle kokoomateokselle) - Reconsidering Authorship in the Ciceronian Corpus through Computational Authorship Attribution (2019)
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )



