Research output per year
Research output per year
Personal profile
Education/Academic qualification
Tekn. toht., tietotekniikka
Award Date: 25 May 2026
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Dive into the research topics where Nicola Dainese is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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World modeling and black-box optimization with language models
Dainese, N., 2026, Aalto University. 253 p.Research output: Thesis › Doctoral Thesis › Collection of Articles
Open Access -
Direct Repair Optimization : Training Small Language Models For Educational Program Repair Improves Feedback
Koutcheme, C., Dainese, N. & Hellas, A., Jul 2025, Proceedings of the 20th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2025). Kochmar, E., Alhafni, B., Bexte, M., Burstein, J., Horbach, A., Laarmann-Quante, R., Tack, A., Yaneva, V. & Yuan, Z. (eds.). Association for Computational Linguistics, p. 564–581Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile9 Downloads (Pure) -
Evaluating Language Models for Generating and Judging Programming Feedback
Koutcheme, C., Dainese, N., Sarsa, S., Hellas, A., Leinonen, J., Ashraf, S. & Denny, P., 18 Feb 2025, SIGCSE TS 2025 - Proceedings of the 56th ACM Technical Symposium on Computer Science Education. ACM, Vol. 1. p. 624-630 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile20 Citations (Scopus)33 Downloads (Pure) -
Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search
Dainese, N., Merler, M., Alakuijala, M. & Marttinen, P., 2025, Advances in Neural Information Processing Systems 37 (NeurIPS 2024). Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zhang, C. (eds.). Curran Associates Inc., (Advances in Neural Information Processing Systems; vol. 37).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access10 Citations (Scopus) -
Reinforcement Learning for Programming Feedback : Aligning Small Language Models Without Human Preferences
Koutcheme, C., Dainese, N. & Hellas, A., 1 Sept 2025, Proceedings of 9th Educational Data Mining in Computer Science Education (CSEDM) Workshop. Akram, B., Shi, Y., Brusilovsky, P., Price , T., Koedinger, K., Carvalho, P., Zhang , S., Lan, A. & Leinonen, J. (eds.). CEUR, (CEUR Workshop Proceedings; vol. 4019).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile6 Downloads (Pure)
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STN LITERACY jatko/Marttinen: Data Literacy for Responsible Decision-Making (DATALIT)
Marttinen, P. (Principal investigator), Honkamaa, J. (Project Member), Pöllänen, A. (Project Member), Gröhn, T. (Project Member), Dainese, N. (Project Member) & Gao, Y. (Project Member)
01/10/2023 → 30/09/2026
Project: RCF SRC (STN)
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-: FCAI Flagship 2
Kaski, S. (Principal investigator), Holanda De Souza Junior, A. (Project Member), Bharti, A. (Project Member), Carter, D. (Project Member), Zhu, S. (Project Member), Riha, A. (Project Member), Kallioinen, N. (Project Member), Smirnov, M. (Project Member), Sinaga, M. (Project Member), Nikitin, A. (Project Member), Sevilla Salcedo, C. (Project Member), Shaw, E. (Project Member), Kim, N. H. (Project Member), Gröhn, T. (Project Member), Varshney, S. (Project Member), Karczewski, R. (Project Member), Klasson, M. (Project Member), John, T. (Project Member), Pouplin, A. (Project Member), Zhao, G. (Project Member), Turkulainen, M. (Project Member), Alakuijala, M. (Project Member), Huang, D. (Project Member), RahimiNasab, Z. (Project Member), Kujanpää, K. (Project Member), Raj, V. (Project Member), Tiulpin, A. (Project Member), Katt, S. (Project Member), McGreavy, C. (Project Member), Dainese, N. (Project Member) & Müller, A. (Project Member)
01/09/2022 → 31/01/2026
Project: RCF Flagship
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FCAI: Finnish Center for Artificial Intelligence (FCAI)
Ilin, A. (Principal investigator), Dainese, N. (Project Member), Smirnov, M. (Project Member) & Kujanpää, K. (Project Member)
01/01/2020 → 31/12/2022
Project: Academy of Finland: Other research funding