Research output per year
Research output per year
Personal profile
Curriculum vitae
- Short academic CV (pdf)
- List of Publications (organized as desired by the Finnish Ministry of Education, Science and Culture, including software) (pdf)
- Google Scholar Profile (another view to academic publications)
- Selected presentations
- Selected (software) projects and datasets
- GitHub Profile (all open source contributions)
External positions
Docent (Adjunct Professor), Aalto University, Department of Computer Science
Fields of Science
- 6160 Other humanities
- 113 Computer and information sciences
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Benchmarking Large Language Models for Lemmatization and Translation of Finnic Runosongs
Pivovarova, L., Kallio, K., Mäkelä, E., Kanner, A., Lindström, J. J., Saarlo, L., Veskis, K. & Väina, M., 2025, The 10th International Workshop on Computational Linguistics for Uralic Languages.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Data-driven Discourse Analysis of Autism-related Reddit Channels
Azizi Fard, N., Pivovarova, L. & Mäkelä, E., 2025, (Accepted/In press) In: Lecture Notes in Business Information Processing.Research output: Contribution to journal › Article › Scientific › peer-review
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Mothers in Eroding Welfare State Welfare Reforms, Citizenship and Autonomy in 2000s and 2010s Finland
Mäkinen, K. & Makela, E., 2 Oct 2025, In: Nora : Nordic journal of feminist and gender research. 33, 4, p. 459-475 17 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Opening the black box of EEBO
Mäkelä, E., Misson, J., Singh, D. & Tolonen, M., 7 Nov 2025, In: Digital Scholarship in the Humanities . 19 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Text reuse in large historical corpora: Insights from the optimization of a data science system
Mahadevan, A., Mathioudakis, M., Mäkelä, E. & Tolonen, M., Oct 2025, In: International Journal of Data Science and Analytics. 20, 5, p. 4631-4643 13 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile
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CASCADE: CASCADE: Computational Analysis of Semantic Change Across Different Environments
Wu, Y. (Participant), Shu, K. (Participant) & Mäkelä, E. (Participant)
20/03/2024 → 19/03/2028
Project: EU MSCA Innovative training networks: European Joint Doctorates (MSCA-ITN-EJD)
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Computational Analysis of Semantic Cha
Tolonen, M. (Project manager), Shu, K. (Participant), Wu, Y. (Participant) & Mäkelä, E. (Participant)
01/01/2024 → 31/12/2027
Project: EU MSCA Doctoral Networks (TMA-MSCA-DN)
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RETOSTRA: Alustat ja retoriset ryhmästrategiat: Verkkodiskurssien moniääniset rakenteet kielentutkimuksen ja kieliteknologian kohtaamispaikkana
Kanner, A. (Participant), Onikki-Rantajääskö, T. (Principal Investigator), Bedretdin, Ü. N. (Participant), Toivanen, P. (Participant), Lounela, E. (Participant), Lehmuskoski, L. H. (Participant), Mäkelä, E. (Co-Principal Investigator) & Vatanen, A. (Participant)
01/09/2022 → 31/08/2026
Project: Foundations (Private Foundations, Non-Profit Foundations, Charitable Trusts)
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COMHIS: Helsinki Computational History Group
Tolonen, M. (Principal Investigator), Hengchen, S. (Participant), Kanner, A. (Participant), Säily, T. (Participant), Vaara, V. (Participant), Ijaz, A. (Participant), Roivainen, H. (Participant), Hill, M. J. (Participant), Ros, R. (Participant), Marjanen, J. (Participant), Mäkelä, E. (Participant), Tiihonen, I. (Participant), Lahti, L. (Participant), Tiihonen, I. L. I. (Project manager), Moretti, A. (Project manager), Vesalainen, A. J. K. (Project manager), Rosson, D. E. (Project manager), Wu, Y. (Project manager), Shu, K. (Project manager) & Hinderks, K. S. (Project manager)
01/01/2018 → …
Project: Research project
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HPC-HD: High Performance Computing for the Detection and Analysis of Historical Discourses
Tolonen, M. (Project manager), Mäkelä, E. (Principal Investigator), Mathioudakis, M. (Principal Investigator), Ginter, F. (Principal Investigator) & Babbar, R. (Principal Investigator)
Academy of Finland, Suomen Akatemia Projektilaskutus
01/01/2022 → 31/12/2024
Project: Research project
Datasets
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Reception Reader: Shakespeare text reuse dataset
Tolonen, M. (Creator), Rosson, D. E. (Creator), Vaara, V. (Creator), Mäkelä, E. (Creator), Mahadevan, A. (Creator) & Ryan, Y. C. (Creator), Journal of Open Humanities Data, 2023
Dataset
Prizes
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Best paper award at DHN 2020
Mäkelä, E. (Recipient), Lagus, K. (Recipient), Lahti, L. (Recipient), Säily, T. (Recipient), Tolonen, M. (Recipient), Hämäläinen, M. (Recipient), Kaislaniemi, S. (Recipient) & Nevalainen, T. (Recipient), 23 Oct 2020
Prize: Prizes and awards
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Open Data Prize, LODLAM Technical Challenge (WarSampo system)
Hyvönen, E. A. (Recipient), Heino, E. (Recipient), Ikkala, E. (Recipient), Koho, M. (Recipient), Leskinen, P. (Recipient), Mäkelä, J. I. E. (Recipient), Tamper, M. (Recipient) & Tuominen, J. (Recipient), 29 Jun 2017
Prize: Prizes and awards
Activities
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Thea Lindquist
Mäkelä, E. (Host)
22 Apr 2022 → 15 Oct 2022Activity: Hosting a visitor types › Academic visit at UH
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Modal Grammar and Metaphoricity as Vehicles of Affectivity in Political News Journalism
Kanner, A. (Speaker), Koivunen, A. (Speaker) & Mäkelä, E. (Speaker)
21 Oct 2020Activity: Talk or presentation types › Oral presentation
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Between the OED and historical text collections: The case of discovering new words
Säily, T. (Speaker), Mäkelä, E. (Speaker) & Nevalainen, T. (Speaker)
26 Feb 2019Activity: Talk or presentation types › Invited talk
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The OED and historical text collections: Discovering new words
Säily, T. (Speaker) & Mäkelä, E. (Speaker)
5 Jul 2019Activity: Talk or presentation types › Invited talk
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New words in early English letters: How to find them and what they can reveal
Säily, T. (Speaker), Mäkelä, E. (Speaker) & Hämäläinen, M. (Speaker)
7 Nov 2019Activity: Talk or presentation types › Oral presentation
Press/Media
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Laki estää tehokkaiden tutkimusmenetelmien käytön
Lilja, J., Mäkelä, E., Lahti, L. & Heikkinen, V. P.
13/10/2021
1 Media contribution
Press/Media: Press / Media
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HS: Tutkijat perkasivat algoritmien avulla Suomen kansallisbibliografian dataa – huomasivat, että yliopiston siirto Turusta Helsinkiin romautti julkaisemisen vuosikymmeniksi 1800-luvulla
Tolonen, M. S., Lahti, L., Vaara, V., Roivainen, H. H. M., Marjanen, J. P., Kanner, A. O., Vesanto, A., Ginter, F., Mäkelä, J. I. E., Hill, M. J., Säily, T. I., Ijaz, A. Z. & Hengchen, S.
23/01/2018
1 item of Media coverage
Press/Media: Press / Media
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WarSampo to open up the data from the World War II to citizens and researchers
09/12/2015
1 item of Media coverage
Press/Media: Press / Media
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Openers of legal data were awarded in the Open Finland Challenge competition
09/12/2015
1 item of Media coverage
Press/Media: Press / Media