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.
- Dependency profiles in the large-scale analysis of discourse connectives (2018)
- Corpus Linguistics and Linguistic Theory
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä ) - 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
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - Evaluation of a Prototype System that Automatically Assigns Subject Headings to Nursing Narratives Using Recurrent Neural Network (2018) Proceedings of the 9th International Workshop on Health Text Mining and Information Analysis (LOUHI 2018) Hans Moen, Kai Hakala, Laura-Maria Peltonen, Henry Suhonen, Petri Loukasmäki, Tapio Salakoski, Filip Ginter, Sanna Salanterä
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - Finding novel relationships with integrated gene-gene association network analysis of Synechocystis sp. PCC 6803 using species-independent text-mining (2018)
- PeerJ
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä ) - Improving layman readability of clinical narratives with unsupervised synonym replacement (2018)
- Medical informatics Europe
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - 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
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - Opening up #jesuisCharlie. Anatomy of a Twitter discussion with mixed methods (2018)
- Journal of Pragmatics
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä ) - Potent pairing: ensemble of long short-term memory networks and support vector machine for chemical-protein relation extraction (2018)
- Database: The Journal of Biological Databases and Curation
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä ) - 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
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - TurkuNLP Entry for Interactive Bio-ID Assignment (2018) Proceedings of the BioCreative VI Workshop Suwisa Kaewphan, Farrokh Mehryary, Kai Hakala, Tapio Salakoski, Filip Ginter
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - Wide-scope biomedical named entity recognition and normalization with CRFs, fuzzy matching and character level modeling (2018)
- Database: The Journal of Biological Databases and Curation
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä ) - An autoencoder-based neural network model for selectional preference: Evidence from pseudo-disambiguation and cloze tasks (2017)
- Eesti ja soome-ugri keeleteaduse ajakiri
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä ) - Applying BLAST to Text Reuse Detection in Finnish Newspapers and Journals, 1771–1910 (2017) Proceedings of the NoDaLiDa 2017 Workshop on Processing Historical Language Aleksi Vesanto, Asko Nivala, Heli Rantala, Tapio Salakoski, Hannu Salmi, Filip Ginter
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - Assessing the Annotation Consistency of the Universal Dependencies Corpora (2017)
- Linköping Electronic Conference Proceedings
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - A System for Identifying and Exploring Text Repetition in Large Historical Document Corpora (2017) Proceedings of the 21st Nordic Conference on Computational Linguistics, NoDaLiDa, 22-24 May 2017, Gothenburg, Sweden Aleksi Vesanto, Asko Nivala, Tapio Salakoski, Hannu Salmi, Filip Ginter
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - 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
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - Creating register sub-corpora for the Finnish Internet Parsebank. (2017)
- Linköping Electronic Conference Proceedings
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - 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
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa) - Dependency profiles as a tool for big data analysis of linguistic constructions: A case study of emoticons (2017)
- Eesti ja soome-ugri keeleteaduse ajakiri
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä ) - Dep_search: Efficient Search Tool for Large Dependency Parsebanks (2017)
- Linköping Electronic Conference Proceedings
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)



