Research output per year
Research output per year
Personal profile
Curriculum vitae
Shaoxiong Ji is a postdoctoral researcher at the University of Helsinki, working on high-performance language technology at the Language Technology research group led by Prof. Jörg Tiedemann. He did his Ph.D. at Aalto University under the supervision of Assoc. Prof. Pekka Marttinen. During his doctoral candidature, he was a visiting researcher with Prof. Hinrich Schütze at the University of Munich (LMU Munich, Germany) and Dr. Mikko Peltola at the Finnish Institute for Health and Welfare (THL, Finland). Prior to his doctoral candidature, he did MPhil research with Prof. Xue Li and Prof. Helen Zi Huang at the University of Queensland (UQ Australia), visiting research with Assoc. Prof. Erik Cambria at Nanyang Technological University (NTU Singapore), and research assistant and visit research with Assoc. Prof. Guodong Long and Prof. Shirui Pan at the University of Technology Sydney (UTS Australia).
Education/Academic qualification
Computer Science, Doctor of Science, Aalto University
Fields of Science
- 113 Computer and information sciences
- Natural Language Processing
- Large Language Models
- Multilingualism
- Sentiment Analysis
- Information Extraction
- Deep Learning
- Multitask & Meta Learning
- Federated Learning
- Health Informatics
International and National Collaboration
Publications and projects within past five years.
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A Comparison of Language Modeling and Translation as Multilingual Pretraining Objectives
Li, Z., Ji, S., Mickus, T., Segonne, V. & Tiedemann, J., 1 Nov 2024, Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing. Al-Onaizan, Y., Bansal, M. & Chen, Y.-N. (eds.). Kerrville: The Association for Computational Linguistics, p. 15882-15894 13 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
A New Massive Multilingual Dataset for High-Performance Language Technologies
de Gibert, O., Nail, G., Arefyev, N., Bañón, M., van der Linde, J., Ji, S., Zaragoza-Bernabeu, J., Aulamo, M., Ramírez-Sánchez, G., Kutuzov, A., Pyysalo, S., Oepen, S. & Tiedemann, J., 2024, Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). Paris: European Language Resources Association (ELRA), p. 1116-1128 13 p. (International conference on computational linguistics )(LREC proceedings ).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
A Unified Review of Deep Learning for Automated Medical Coding
Ji, S., Li, X., Sun, W., Dong, H., Taalas, A., Zhang, Y., Wu, H., Pitkänen, E. & Marttinen, P., Dec 2024, In: ACM Computing Surveys. 56, 12, 41 p., 306.Research output: Contribution to journal › Review Article › peer-review
Open Access -
Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning?
Ji, S., Mickus, T., Segonne, V. & Tiedemann, J., 2024, Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). Paris: European Language Resources Association (ELRA), p. 2809-2818 10 p. (International conference on computational linguistics )(LREC proceedings ).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Knowledge-augmented Graph Neural Networks with Concept-aware Attention for Adverse Drug Event Detection
Gao, Y., Ji, S. & Marttinen, P., 2024, Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). Paris: European Language Resources Association (ELRA), p. 9787-9798 12 p. (International conference on computational linguistics)(LREC proceedings ).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile
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High Performance Language Technologies
Tiedemann, J. (Project manager), Aulamo, M. (Participant), De Gibert Bonet, O. (Participant), Grönroos, S.-A. (Participant), Ji, S. (Participant), Mickus, T. (Participant), Vahtola, T. (Participant), Vazquez , R. (Participant) & Virpioja, S. P. (Participant)
Charles University in Prague Faculty of Science Department of Teaching and Didactics of Biology
01/09/2022 → 31/08/2025
Project: EU Horizon Europe: Innovation actions (HORIZON-IA)
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UTTER FSTP MaLA cascade
Ji, S. (Project manager), Li, Z. (Participant) & Paavola, J. P. (Participant)
University of Amsterdam Administration Centre
15/01/2024 → 15/10/2024
Project: EU funding
Prizes
Activities
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Nature mental health (Journal)
Ji, S. (Reviewer)
2023Activity: Publication peer-review and editorial work types › Peer review of manuscripts
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Association for Computational Linguistics (ACL) (Publisher)
Ji, S. (Programme Committee Member)
2023 → …Activity: Publication peer-review and editorial work types › Editor of research anthology/collection/conference proceedings