Research output per year
Research output per year
Project Details
| Acronym | CLISHEAT/Marttinen |
|---|---|
| Status | Active |
| Effective start/end date | 01/01/2023 → 31/12/2025 |
Funding
- EU The Recovery and Resilience Facility (RRF)
UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This project contributes towards the following SDG(s):
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Research output
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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 Access1 Citation (Scopus) -
Improving Medical Multi-modal Contrastive Learning with Expert Annotations
Kumar, Y. & Marttinen, P., 2025, Computer Vision – ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part XX. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer, p. 468-486 (Lecture Notes in Computer Science; vol. 15078).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
Kernel Language Entropy: Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities
Nikitin, A., Kossen, J., Gal, Y. & Marttinen, P., 2025, Advances in Neural Information Processing Systems 37 (NeurIPS 2024). Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zheng, 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 Access