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Ville Komulainen

dblp:178/3944 · DBLP profile ↗
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4ranked-venue papers
0as first author
2since 2021 · last 2025
0009-0002-1283-7353ORCID · reported

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 2 · 2 since 2021Databases, data management, data science and information retrieval · 2

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
2 papers
Language models and text generation · 100%

Topics — the 4 heaviest of 4, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Natural language and speech › Language models and text generation
multilingual dataset		 0.912025
An Expanded Massive Multilingual Dataset for High-Performance Language Technologies (HPLT) · ACL (1) 2025
Natural language and speech › Language models and text generation › large language model training › language model pretraining
large language model pretraining		 0.712023
FinGPT: Large Generative Models for a Small Language · EMNLP 2023
Natural language and speech › Language models and text generation › low-resource language processing
low-resource language models		 0.712023
FinGPT: Large Generative Models for a Small Language · EMNLP 2023
Natural language and speech › Language models and text generation
multilingual language models		 0.212023
FinGPT: Large Generative Models for a Small Language · EMNLP 2023

Methods — techniques the papers use, named apart from their topics

language model pretraining · 0.7instruction tuning · 0.7
YearPublicationVenuePosition
2025 An Expanded Massive Multilingual Dataset for High-Performance Language Technologies (HPLT)
abstract
Laurie Burchell, Ona De Gibert Bonet, Nikolay Arefyev, Mikko Aulamo, Marta Bañón, Pinzhen Chen, Mariia Fedorova, Liane Guillou, Barry Haddow, Jan Hajič, Jindřich Helcl, Erik Henriksson, Mateusz Klimaszewski, Ville Komulainen, Andrey Kutuzov, Joona Kytöniemi, Veronika Laippala, Petter Mæhlum, Bhavitvya Malik, Farrokh Mehryary, Vladislav Mikhailov, Nikita Moghe, Amanda Myntti, Dayyán O’Brien, Stephan Oepen, Proyag Pal, Jousia Piha, Sampo Pyysalo, Gema Ramírez-Sánchez, David Samuel, Pavel Stepachev, Jörg Tiedemann, Dušan Variš, Tereza Vojtěchová, Jaume Zaragoza-Bernabeu. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.
Laurie Burchell, Ona de Gibert Bonet, Nikolay Arefyev, Mikko Aulamo, Marta Bañón, Pinzhen Chen, Mariia Fedorova, Liane Guillou, Barry Haddow, Jan Hajic 0001, Jindrich Helcl, Erik Henriksson, Mateusz Klimaszewski, Ville Komulainen, Andrey Kutuzov, Joona Kytöniemi, Veronika Laippala, Petter Mæhlum, Bhavitvya Malik, Farrokh Mehryary, Vladislav Mikhailov, Nikita Moghe, Amanda Myntti, Dayyán O'Brien, Stephan Oepen, Proyag Pal, Jousia Piha, Sampo Pyysalo, Gema Ramírez-Sánchez, David Samuel, Pavel Stepachev, Jörg Tiedemann, Dusan Varis, Tereza Vojtechová, Jaume Zaragoza-Bernabeu
 ACL (1)14
2023 FinGPT: Large Generative Models for a Small Language
abstract
Risto Luukkonen, Ville Komulainen, Jouni Luoma, Anni Eskelinen, Jenna Kanerva, Hanna-Mari Kupari, Filip Ginter, Veronika Laippala, Niklas Muennighoff, Aleksandra Piktus, Thomas Wang, Nouamane Tazi, Teven Scao, Thomas Wolf, Osma Suominen, Samuli Sairanen, Mikko Merioksa, Jyrki Heinonen, Aija Vahtola, Samuel Antao, Sampo Pyysalo. Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. 2023.
Risto Luukkonen, Ville Komulainen, Jouni Luoma, Anni Eskelinen, Jenna Kanerva, Hanna-Mari Kupari, Filip Ginter, Veronika Laippala, Niklas Muennighoff, Aleksandra Piktus, Thomas Wang, Nouamane Tazi, Teven Le Scao, Thomas Wolf 0008, Osma Suominen, Samuli Sairanen, Mikko Merioksa, Jyrki Heinonen, Aija Vahtola, Samuel Antão, Sampo Pyysalo
 EMNLP2
2005 Finnish National Ontologies for the Semantic Web - Towards a Content and Service Infrastructure
Eero Hyvönen, Arttu Valo, Ville Komulainen, Katri Seppälä, Tomi Kauppinen, Tuukka Ruotsalo, Mirva Salminen, Anu Ylisalmi
 Dublin Core Conference3
2005 A tool for collaborative ontology development for the Semantic Web
Arttu Valo, Eero Hyvönen, Ville Komulainen
 Dublin Core Conference3