自己紹介
北見工業大学 工学部 准教授。博士（工学）。自然言語処理、言語間転移学習、低資源言語の研究に従事。
論文（16件）
2026（3件）
- Juuso Eronen, Zhenzhen Liu, Michal Ptaszynski, Karol Nowakowski, Fumito Masui, “Exploring the Effects of Data Volume and Transfer-Language Choice on Transfer Learning with Application to Polish”, Electronics, 2026年5月. DOI
- Kinga Lasek, Michal Ptaszynski, Fumito Masui, Mujahid Khalifah, Juuso Eronen, “Mapping Dialectal Landscape: A Sequence-to-Sequence Approach to Japanese Dialect-to-Standard Normalization”, Machine Learning and Knowledge Extraction, 2026年4月. DOI
- Juuso Eronen, Michal Ptaszynski, Tomasz Wicherkiewicz, Robert Borges, Katarzyna Janic, Zhenzhen Liu, Tanjim Mahmud, Fumito Masui, “Language Models Are Polyglots: Language Similarity Predicts Cross-Lingual Transfer Learning Performance”, Machine Learning and Knowledge Extraction, 2026年3月. DOI
2025（2件）
- Daichi Azuma, René Meléndez, Michal Ptaszynski, Fumito Masui, Lara Aslan, Juuso Eronen, “SVM, BERT, or LLM? A Comparative Study on Multilingual Instructed Deception Detection”, AI, 2025年9月. DOI
- Zhenzhen Liu, Juuso Eronen, Fumito Masui, Michal Ptaszynski, “Chinese Tourist Motivations for Hokkaido, Japan: A Hybrid Approach Using Transformer Models and Statistical Methods”, Tourism and Hospitality, 2025年7月. DOI
2023（4件）
- Tanjim Mahmud, Michal Ptaszynski, Juuso Eronen, Fumito Masui, “Cyberbullying Detection for Low-resource Languages and Dialects: Review of the State of the Art”, Information Processing and Management, 60(5), p. 103454, 2023年8月. DOI
- Zhenzhen Liu, Fumito Masui, Juuso Eronen, Shun Terashita, Michal Ptaszynski, “A New Approach to Extracting Tourism Focus Points from Chinese Inbound Tourist Reviews after COVID-19”, Sustainability (Switzerland), 15(11), 2023年6月. DOI
- Juuso Eronen, Michal Ptaszynski, Karol Nowakowski, Zheng Lin Chia, Fumito Masui, “Improving Polish to English Neural Machine Translation with Transfer Learning: Effects of Data Volume and Language Similarity”, CoRR, abs/2306.00660, 2023年6月. DOI
- Juuso Eronen, Michal Ptaszynski, Fumito Masui, “Zero-shot cross-lingual transfer language selection using linguistic similarity”, Information Processing and Management, 60(3), p. 103250, 2023年1月. DOI
2022（4件）
- Juuso Eronen, Michal Ptaszynski, Fumito Masui, “Comparing Performance of Different Linguistically-Backed Word Embeddings for Cyberbullying Detection”, CoRR, abs/2206.01950, 2022年6月. DOI
- Juuso Eronen, Michal Ptaszynski, Fumito Masui, Gniewosz Leliwa, Michal Wroczynski, “Exploring the Potential of Feature Density in Estimating Machine Learning Classifier Performance with Application to Cyberbullying Detection”, CoRR, abs/2206.01949, pp. 5–14, 2022年6月. DOI
- Juuso Eronen, Michal Ptaszynski, Fumito Masui, Gniewosz Leliwa, Michal Wroczynski, Mateusz Piech, Aleksander Smywinski-Pohl, “Initial Study into Application of Feature Density and Linguistically-backed Embedding to Improve Machine Learning-based Cyberbullying Detection”, CoRR, abs/2206.01889, 2022年6月. DOI
- Juuso Eronen, Michal Ptaszynski, Fumito Masui, Masaki Arata, Gniewosz Leliwa, Michal Wroczynski, “Transfer Language Selection for Zero-Shot Cross-Lingual Abusive Language Detection”, Information Processing and Management, 59(4), p. 102981, 2022年6月. DOI
2021（2件）
- Juuso Eronen, Michal Ptaszynski, Fumito Masui, Aleksander Smywiński-Pohl, Gniewosz Leliwa, Michal Wroczynski, “Improving Classifier Training Efficiency for Automatic Cyberbullying Detection with Feature Density”, Information Processing and Management, 58(5), p. 102616, 2021年11月. DOI
- Michal Ptaszynski, Monika Zasko-Zielinska, Michal Marcinczuk, Gniewosz Leliwa, Marcin Fortuna, Kamil Soliwoda, Ida Dziublewska, Olimpia Hubert, Pawel Skrzek, Jan Piesiewicz, Paula Karbowska, Maria Dowgiallo, Juuso Eronen, Patrycja Tempska, Maciej Brochocki, Marek Godny, Michal Wroczynski, “Looking for razors and needles in a haystack: Multifaceted analysis of suicidal declarations on social media—a pragmalinguistic approach”, International Journal of Environmental Research and Public Health, 18(22), 2021年11月. DOI
2017（1件）
- Michal Ptaszynski, Juuso Kalevi Kristian Eronen, Fumito Masui, “Learning Deep on Cyberbullying is Always Better Than Brute Force.”, Proceedings of the Linguistic and Cognitive Approaches To Dialog Agents Workshop co-located with the 26th International Joint Conference on Artificial Intelligence(LaCATODA@IJCAI), 1926, pp. 3–10, 2017年