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
- Paraphrasing
- Large Language Models
- Grammatical error correction
- 113 Computer and information sciences
- Machine learning
- Data mining
International and National Collaboration
Publications and projects within past five years.
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Analyzing the Effect of Linguistic Instructions on Paraphrase Generation
Vahtola, T., Hu, S., Creutz, M., Vulić, I., Korhonen, A. & Tiedemann, J., 3 Mar 2025, Proceedings of the Joint 25th Nordic Conference on Computational Linguistics and 11th Baltic Conference on Human Language Technologies (NoDaLiDa/Baltic-HLT 2025). Johansson, R. & Stymme, S. (eds.). Tartu: University of Tartu Library, p. 755-766 12 p. (NEALT proceedings series; no. 57).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Correcting Challenging Finnish Learner Texts With Claude, GPT-3.5 and GPT-4 Large Language Models
Creutz, M., 22 Mar 2024, Proceedings of the Ninth Workshop on Noisy and User-generated Text (W-NUT 2024): Collocated with EACL 2024. van der Goot, R., Bak, J., Müller-Eberstein, M., Xu, W., Ritter, A. & Baldwin, T. (eds.). Stroudsburg: Association for Computational Linguistics (ACL), p. 1-10 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
LLMs’ morphological analyses of complex FST-generated Finnish words
Moisio, A., Creutz, M. & Kurimo, M., 2024, Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics. Kuribayashi, T., Rambelli, G., Takmaz, E., Wicke, P. & Oseki, Y. (eds.). Kerrville: Association for Computational Linguistics (ACL), p. 242-254 13 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Semantic search as extractive paraphrase span detection
Kanerva, J., Kitti, H., Chang, L. H., Vahtola, T., Creutz, M. & Ginter, F., 1 Feb 2024, In: Language Resources and Evaluation. 59, p. 257-276 20 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Toward the Modular Training of Controlled Paraphrase Adapters
Vahtola, T. & Creutz, M., Mar 2024, Proceedings of the 1st Workshop on Modular and Open Multilingual NLP (MOOMIN 2024). Vazquez, R., Mickus, T., Tiedemann, J., Vulic, I. & Üstün, A. (eds.). Stroudsburg: Association for Computational Linguistics (ACL), p. 1-6 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile
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Open European Family of Large Language M
Tiedemann, J. (Project manager), Creutz, M. (Participant) & Li, Z. (Participant)
Univerzita Karlova Filozofická fakulta
01/02/2025 → 31/01/2028
Project: EU DIGITAL Programme: DIGITAL-SME
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Behind the words: Deep neural models of language meaning for industry-grade applciations
Tiedemann, J. (Project manager), Creutz, M. (Principal Investigator), Creutz, M. (Participant), Itkonen, S. (Participant), Sjöblom, E. I. (Participant), Vahtola, T. (Participant), Itkonen, S. (Participant) & Vahtola, T. (Participant)
Academy of Finland, Suomen Akatemia Projektilaskutus
01/01/2021 → 31/12/2023
Project: Research Council of Finland: Targeted Academy Project
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Development of Digital Teaching project of the BA Programme in Languages
Lennes, M. (Participant), Flanagan, J. (Participant), Hiltunen, T. (Participant), Creutz, M. (Participant), Aunio, L. (Participant), Buchart, M. (Participant), Gruzdeva, E. (Participant), Jakubek, I. (Participant), Keinänen, N. (Participant), Kim, J.-Y. (Participant), Kittilä, S. (Participant), Kopotev, M. (Participant), Kraenker, S. (Participant), Länsisalmi, R. (Participant), Nieuweboer, R. (Participant), Peterson, E. (Participant), Tiedemann, J. (Participant), Tuori, R. (Participant), Autere, M. J. (Participant) & Lindstedt, J. (Project manager)
01/05/2017 → 31/12/2018
Project: Other project
Activities
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Paraphrase Generation and Evaluation on Colloquial-Style Sentences
Sjöblom, E. I. (Speaker), Creutz, M. (Speaker) & Scherrer, Y. (Speaker)
26 Nov 2020Activity: Talk or presentation types › Oral presentation
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Kieliviikko
Silfverberg, M. (Speaker) & Creutz, M. (Speaker)
29 Oct 2019Activity: Talk or presentation types › Invited talk
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Tutustuminen UniTube-studioon
Lennes, M. (Speaker: Presenter), Creutz, M. J. P. (Attendee), Buchart, M. E. (Attendee), Kim, J.-Y. (Attendee) & Kraenker, S. T. M. (Attendee)
8 Dec 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
Creutz, M. (Supervisor)
22 Sept 2017Activity: Examination types › Supervisor or co-supervisor of doctoral thesis
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FinMT 2017
Creutz, M. (Attendee)
1 Nov 2017Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars