Filip Ginter
figint@utu.fi : 4th floor, 451A |
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.
- Opening up #jesuisCharlie. Anatomy of a Twitter discussion with mixed methods (2018)
- Journal of Pragmatics
- 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
- 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
- TurkuNLP Entry for Interactive Bio-ID Assignment (2018) Proceedings of the BioCreative VI Workshop Suwisa Kaewphan, Farrokh Mehryary, Kai Hakala, Tapio Salakoski, Filip Ginter
- 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
- An autoencoder-based neural network model for selectional preference: Evidence from pseudo-disambiguation and cloze tasks (2017)
- Eesti ja soome-ugri keeleteaduse ajakiri
- 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
- Assessing the Annotation Consistency of the Universal Dependencies Corpora (2017)
- Linköping Electronic Conference Proceedings
- 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
- 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
- Creating register sub-corpora for the Finnish Internet Parsebank. (2017)
- Linköping Electronic Conference Proceedings
- 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
- Detecting mentions of pain and acute confusion in Finnish clinical text (2017) SIGBioMed Workshop on Biomedical Natural Language: Proceedings of the 16th BioNLP Workshop Hans Moen, Kai Hakala, Farrokh Mehryary, Laura-Maria Peltonen, Tapio Salakoski, Filip Ginter, Sanna Salanterä
- 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
- End-to-End System for Bacteria Habitat Extraction (2017) SIGBioMed Workshop on Biomedical Natural Language: Proceedings of the 16th BioNLP Workshop Farrokh Mehryary, Kai Hakala, Suwisa Kaewphan, Jari Björne, Tapio Salakoski, Filip Ginter
- Ensemble of Convolutional Neural Networks for Medicine Intake Recognition in Twitter (2017)
- CEUR Workshop Proceedings
- EPE 2017: The Biomedical Event Extraction Downstream Application (2017) Proceedings of the 2017 Shared Task on Extrinsic Parser Evaluation (EPE 2017) at the Fourth International Conference on Dependency Linguistics (Depling 2017) and the 15th International Conference on Parsing Technologies (IWTP 2017) Björne J, Ginter F, Salakoski T
- Fully Delexicalized Contexts for Syntax-Based Word Embeddings (2017)
- Linköping Electronic Conference Proceedings