Research output per year
Research output per year
Personal profile
Education/Academic qualification
Speech and language technology, Doctor of Science (Technology), Aalto University
Award Date: 28 Jan 2021
Fields of Science
- 113 Computer and information sciences
- Natural Language Processing
- Machine Learning
- 6121 Languages
- Machine Translation
- Morphology
International and National Collaboration
Publications and projects within past five years.
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Dozens of Translation Directions or Millions of Shared Parameters? Comparing Two Types of Multilinguality in Modular Machine Translation
Boggia, M., Grönroos, S-A., Loppi, N., Mickus, T., Raganato, A., Tiedemann, J. & Vazquez, R., May 2023, Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa). Alumäe, T. & Fishel, M. (eds.). Tartu: University of Tartu Library, p. 238–247 10 p. (NEALT Proceedings Series Publisher name; no. 52).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Latest Development in the FoTran Project – Scaling Up Language Coverage in Neural Machine Translation Using Distributed Training with Language-Specific Components
Vazquez, R., Boggia, M., Raganato, A., Loppi, N. A., Grönroos, S-A. & Tiedemann, J., 2022, Proceedings of the 23rd Annual Conference of the European Association for Machine Translation. Moniz, H., Macken, L. & Rufener, et al., A. (eds.). Geneva: European Association for Machine Translation, p. 311-312 2 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 -
Silo NLP's Participation at WAT2022
Parida, S., Panda, S., Grönroos, S-A., Granroth-Wilding, M. & Koistinen, M., 17 Oct 2022, Proceedings of the 9th Workshop on Asian Translation: The 29th International Conference on Computational Linguistics. Gyeongju: COLING , p. 99-105 7 p. (International conference on computational linguistics; vol. 29, no. 15).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Transfer learning and subword sampling for asymmetric-resource one-to-many neural translation
Gronroos, S-A., Virpioja, S. & Kurimo, M., 30 Jan 2021, In: Machine Translation. 34, p. 251-286 36 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile
Projects
- 2 Active
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GreenNLP: Green NLP - controlling the carbon footprint in sustainable language technology
Grönroos, S., Nieminen, T. J. & Tiedemann, J.
Suomen Akatemia Projektilaskutus
01/01/2023 → 31/12/2025
Project: Academy of Finland: Targeted Academy 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)