Research output per year
Research output per year
Personal profile
Fields of Science
- 6121 Languages
- Computational linguistics
- Unsupervised morpheme segmentation
- Statistical language models
- Smart text input
- Automatic speech recognition
- Statistical machine translation
- 113 Computer and information sciences
- Machine learning
- Data mining
International and National Collaboration
Publications and projects within past five years.
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An Empirical Investigation of Word Alignment Supervision for Zero-Shot Multilingual Neural Machine Translation
Raganato, A., Vázquez, R., Creutz, M. & Tiedemann, J., 1 Nov 2021, Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. Moens, M-F., Huang, X., Specia, L. & Wen-tau Yih, S. (eds.). Stroudsburg: The Association for Computational Linguistics, p. 8449-8456 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Coping with Noisy Training Data Labels in Paraphrase Detection
Vahtola, T., Creutz, M., Sjöblom, E. I. & Itkonen, S., 11 Nov 2021, Proceedings of the 2021 EMNLP Workshop W-NUT: The Seventh Workshop on Noisy User-generated Text. Xu, W., Ritter, A., Baldwin, T. & Rahimi, A. (eds.). Stroudsburg: The Association for Computational Linguistics, p. 291-296 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Grammatical Error Generation Based on Translated Fragments
Sjöblom, E. I., Creutz, M. & Vahtola, T., 31 May 2021, Proceedings of the 23rd Nordic Conference on Computational Linguistics (NoDaLiDa). Dobnik, S. & Øvrelid, L. (eds.). Linköping: Linköping University Electronic Press, p. 398-403 6 p. (Linköping Electronic Conference Proceedings; no. 78)(NEALT Proceedings Series ; no. 45).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
On the differences between BERT and MT encoder spaces and how to address them in translation tasks
Vazquez, R., Celikkanat, H., Creutz, M. & Tiedemann, J., Aug 2021, Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: Student Research Workshop. Kabbara, J., Lin, H., Paullada, A. & Vamvas, J. (eds.). Stroudsburg: The Association for Computational Linguistics, p. 337-347 11 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Professional
Open AccessFile -
A Systematic Study of Inner-Attention-Based Sentence Representations in Multilingual Neural Machine Translation
Vazquez, R., Raganato, A., Creutz, M. & Tiedemann, J., Jun 2020, In: Computational Linguistics. 46, 2, p. 387-424 38 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile
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Behind the words: Deep neural models of language meaning for industry-grade applciations
Tiedemann, J., Creutz, M., Vahtola, T. & Itkonen, S.
01/01/2021 → 31/12/2023
Project: Research project
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Development of Digital Teaching project of the BA Programme in Languages
Lennes, M., Flanagan, J., Hiltunen, T., Creutz, M., Aunio, L., Buchart, M., Gruzdeva, E., Jakubek, I., Keinänen, N., Kim, J., Kittilä, S., Kopotev, M., Kraenker, S., Länsisalmi, R., Nieuweboer, R., Peterson, E., Tiedemann, J., Tuori, R., Viitamäki, M. & Lindstedt, J.
01/05/2017 → 31/12/2018
Project: Other project
Activities
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Paraphrase Generation and Evaluation on Colloquial-Style Sentences
Eetu Ilari Sjöblom (Speaker), Mathias Creutz (Speaker) & Yves Scherrer (Speaker)
26 Nov 2020Activity: Talk or presentation types › Oral presentation
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Kieliviikko
Miikka Silfverberg (Speaker) & Mathias Creutz (Speaker)
29 Oct 2019Activity: Talk or presentation types › Invited talk
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FinMT 2017
Mathias Creutz (Attendee)
1 Nov 2017Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
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Emergence of representations in natural data
Mathias Creutz (Supervisor)
22 Sep 2017Activity: Examination types › Supervisor or co-supervisor of doctoral thesis
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Tutustuminen UniTube-studioon
Mietta Lennes (Speaker: Presenter), Mathias Johan Philip Creutz (Attendee), Mélanie Emilie Buchart (Attendee), Jeong-Young Kim (Attendee) & Sabine Therese Marie Kraenker (Attendee)
8 Dec 2017Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars