Shaoxiong
Ji
Assistant Professor, Data-analytiikka
Links
Areas of expertise
Natural language processing
large language models
multilingual NLP
AI for health
multimodal AI
Biography
Dr. Shaoxiong Ji is an Assistant Professor at the University of Turku and a Principal Investigator at the ELLIS Institute Finland. He received his Ph.D. from Aalto University, after which he was a postdoctoral researcher in high-performance language technology at the University of Helsinki. Prior to his current roles, he worked as an independent research group leader at the Technical University of Darmstadt. Throughout his academic career, he was a visiting researcher at some international institutions, such as the University of Technology Sydney (UTS), the University of Queensland (UQ), Nanyang Technological University (NTU), the University of Munich (LMU), Shanghai AI Lab, and the Finnish Institute for Health and Welfare (THL).
Publications
Graph2text or Graph2token: A Perspective of Large Language Modelsfor Graph Learning (2026)
ACM Transactions on Information Systems
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Rethinking Multilingual Continual Pretraining: Data Mixing for Adapting LLMs Across Languages and Resources (2025)
(D3 Artikkeli ammatillisessa konferenssijulkaisussa )GlotEval: A Test Suite for Massively Multilingual Evaluation of Large Language Models (2025)
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)How Many Languages Make Good Multilingual Instruction Tuning? A Case Study on {BLOOM} (2025)
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa){MAMMOTH:} Massively Multilingual Modular Open Translation @ Helsinki (2024)
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca (2024)
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning? (2024)
(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)A Unified Review of Deep Learning for Automated Medical Coding (2024)
ACM Computing Surveys
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
TransFOL: A Logical Query Model for Complex Relational Reasoning in Drug-Drug Interaction (2024)
IEEE Journal of Biomedical and Health Informatics
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )
Risk adjustment for regional healthcare funding allocations with ensemble methods: an empirical study and interpretation (2024)
European Journal of Health Economics
(A1 Vertaisarvioitu alkuperäisartikkeli tieteellisessä lehdessä )