Research output per year
Research output per year
Personal profile
Fields of Science
- 6121 Languages
- Computational linguistics
- Speech recognition
- Machine translation
- Statistical language models
- 113 Computer and information sciences
- Machine learning
International and National Collaboration
Publications and projects within past five years.
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Four Approaches to Low-Resource Multilingual NMT: The Helsinki Submission to the AmericasNLP 2023 Shared Task
De Gibert Bonet, O., Vázquez, R., Aulamo, M., Scherrer, Y., Virpioja, S. & Tiedemann, J., 1 Jul 2023, Proceedings of the Workshop on Natural Language Processing for Indigenous Languages of the Americas (AmericasNLP). Mager, M., Ebrahimi, A. & Oncevay, et al., A. (eds.). Stroudsburg: The Association for Computational Linguistics, p. 177-191 15 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Uncertainty-Aware Natural Language Inference with Stochastic Weight Averaging
Talman, A., Celikkanat, H., Virpioja, S., Heinonen, M. & Tiedemann, J., 2023, Proceedings of the 24th Nordic Conference on Computational Linguistics. Alumäe, T. & Fishel, M. (eds.). Tartu: University of Tartu Library, p. 358-365 8 p. (NEALT Proceedings Series; no. 52).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Unsupervised Feature Selection for Effective Parallel Corpus Filtering
Aulamo, M., De Gibert Bonet, O., Virpioja, S. & Tiedemann, J., Jun 2023, Proceedings of the 24th Annual Conference of the European Association for Machine Translation. Nurminen, M., Brenner, J. & Koponen, et al., M. (eds.). Geneva: European Association for Machine Translation, p. 31-38 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Morfessor-enriched features and multilingual training for canonical morphological segmentation
Rouhe, A., Grönroos, S-A., Virpioja, S., Creutz, M. & Kurimo, M., Jun 2022, Proceedings of the 19th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology. Nicolai, G. & Chodroff, E. (eds.). Stroudsburg: The Association for Computational Linguistics, p. 144-151 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Semiautomatic Speech Alignment for Under-Resourced Languages
Leinonen, J., Partanen, N., Virpioja, S. & Kurimo, M., Jun 2022, Proceedings of the Workshop on Resources and Technologies for Indigenous, Endangered and Lesser-resourced Languages in Eurasia ((EURALI 2022). Ojha, A. K., Ahmadi, S., Liu, C-H. & McCrae, J. P. (eds.). Paris: European Language Resources Association (ELRA), p. 17–21 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile
Projects
- 3 Active
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High Performance Language Technologies
Aulamo, M., Ji, S., Virpioja, S. P. & Tiedemann, J.
Charles University in Prague Faculty of Science Department of Teaching and Didactics of Biology
01/09/2022 → 31/08/2025
Project: EU Horizon Europe: Innovation actions (HORIZON-IA)
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Uncertainty-aware neural language models
Tiedemann, J., Celikkanat, H., Virpioja, S. P. & Vazquez , R.
Academy of Finland, Suomen Akatemia Projektilaskutus
01/01/2022 → 01/10/2025
Project: Research project
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FoTran: Found in Translation - Natural Language Understanding with Cross-Lingual Grounding
Attieh, J., Aulamo, M., Boggia, M., Celikkanat, H., De Gibert Bonet, O., Grönroos, S., Mickus, T., Raganato, A., Scherrer, Y., Sjöblom, E. I., Talman, A., Vazquez , R., Virpioja, S. P., Yli-Jyrä, A., Zosa, E., Tiedemann, J., Celikkanat, H., Raganato, A., Silfverberg, M., Sulubacak, U. & Vazquez , R.
01/09/2018 → 29/02/2024
Project: EU Horizon 2020: European Research Council: Consolidator Grant (H2020-ERC-COG)
Activities
- 5 Supervisor or co-supervisor of doctoral thesis
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Machine translation into morphologically rich low-resource languages
Sami Petteri Virpioja (Co-supervisor)
18 Jan 2021Activity: Examination types › Supervisor or co-supervisor of doctoral thesis
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Very large vocabulary language modeling and decoding for speech recognition in morphologically rich languages
Sami Petteri Virpioja (Co-supervisor)
16 Dec 2020Activity: Examination types › Supervisor or co-supervisor of doctoral thesis
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Modern subword-based models for automatic speech recognition
Sami Petteri Virpioja (Co-supervisor)
17 Jun 2019Activity: Examination types › Supervisor or co-supervisor of doctoral thesis
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Modeling Conversational Finnish for Automatic Speech Recognition
Sami Petteri Virpioja (Co-supervisor)
3 May 2018Activity: Examination types › Supervisor or co-supervisor of doctoral thesis
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Contributions to Morphology Learning using Conditional Random Fields
Sami Petteri Virpioja (Co-supervisor)
3 Jun 2016Activity: Examination types › Supervisor or co-supervisor of doctoral thesis