Mathias Creutz

Docent in Language Technology

University Lecturer, Department of Digital Humanities
Language Technology

https://orcid.org/0000-0003-1862-4172

Emailmathias.creutz@helsinki.fi

PL 24 (Unioninkatu 40)
00014
Finland
P.O. Box 24 (Unioninkatu 40 B)
00014 University of Helsinki
Finland

Research activity per year

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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

29 Conference contribution
5 Chapter
4 Article
1 Doctoral Thesis

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 Access
File
Paraphrase Generation and Evaluation on Colloquial-Style Sentences
Sjöblom, E. I., Creutz, M. & Scherrer, Y., 1 May 2020, Proceedings of the 12th Language Resources and Evaluation Conference. Calzolari, N., Béchet, F., Blache, P., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Moreno, A., Odijk, J. & Piperidis, S. (eds.). Paris: European Language Resources Association (ELRA), p. 1814-1822 9 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Open Access
File
An Evaluation of Language-Agnostic Inner-Attention-Based Representations in Machine Translation
Raganato, A., Vázquez, R., Creutz, M. & Tiedemann, J., 1 Aug 2019, The 4th Workshop on Representation Learning for NLP (RepL4NLP-2019): Proceedings of the Workshop. Augenstein, I., Gella, S., Ruder, S., Kann, K., Can, B., Welbl, J., Conneau, A., Ren, X. & Rei, M. (eds.). Stroudsburg: The Association for Computational Linguistics, p. 27-32 6 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Open Access
File
Annotation of subtitle paraphrases using a new web tool
Aulamo, M. J., Creutz, M. J. P. & Sjöblom, E. I., 17 May 2019, Digital Humanities in the Nordic Countries: Proceedings of the Digital Humanities in the Nordic Countries 4th Conference. Navarretta, C., Agirrezabal, M. & Maegaard, B. (eds.). Aachen: CEUR-WS.org, p. 33-48 16 p. (CEUR Workshop Proceedings ; no. 2364).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Open Access
File
Multilingual NMT with a language-independent attention bridge
Vazquez Carrillo, J. R., Raganato, A., Tiedemann, J. & Creutz, M., 2019, The 4th Workshop on Representation Learning for NLP (RepL4NLP-2019): Proceedings of the Workshop. Augenstein, I., Gella, S., Ruder, S., Kann, K., Can, B., Welbl, J., Conneau, A., Ren, X. & Rei, M. (eds.). Stroudsburg: The Association for Computational Linguistics, p. 33-39 7 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Open Access
File

1 Finished

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

5 Organisation and participation in conferences, workshops, courses, seminars
2 Public Talks
1 Supervisor or co-supervisor of doctoral thesis
1 Membership or other role in national/international committee, council, board
More
- 1 Invited talk
- 1 Oral presentation

Paraphrase Generation and Evaluation on Colloquial-Style Sentences
Eetu Ilari Sjöblom (Speaker), Mathias Creutz (Speaker) & Yves Scherrer (Speaker)
26 Nov 2020
Activity: Talk or presentation types › Oral presentation
Kieliviikko
Miikka Silfverberg (Speaker) & Mathias Creutz (Speaker)
29 Oct 2019
Activity: Talk or presentation types › Invited talk
FinMT 2017
Mathias Creutz (Attendee)
1 Nov 2017
Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
HELDIG DIGITAL HUMANITIES SUMMIT 2017
Mathias Creutz (Speaker: Presenter)
18 Oct 2017
Activity: Participating in or organising an event types › Public Talks

File
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 2017
Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars