Yi Zhang
Yi Zhang
ZHAW
School of Engineering
Forschungsschwerpunkt Intelligent Information Systems
Obere Kirchgasse 2 / Steinberggasse 12/14
8400 Winterthur
Netzwerk
ORCID digital identifier
Projekte
- DataGEMS - Data Discovery Platform with Generalized Exploratory, Management, and Search Capabilities (Horizon Europe) / Teammitglied / laufend
- Digital Health Zurich: ein Praxislabor für patientenzentrierte klinische Innovation / Teammitglied / laufend
- Reliable Multi-lingual and Cross-lingual Open Data Exploration in Natural Language / Teammitglied / abgeschlossen
- INODE4StatBot.swiss – Anwendung neuer Algorithmen zur automatischen Übersetzung natürlicher Sprache in die Datenbankabfragesprache SQL (NL-to-SQL) / Teammitglied / abgeschlossen
- INODE – Intelligent Open Data Exploration (EU Horizon 2020) / Teammitglied / abgeschlossen
Publikationen
Beiträge in wissenschaftlicher Zeitschrift, peer-reviewed
- Difrancesco, S. et al. (2025) 'Collaborative design and development of a patient-centered digital health app for supportive cancer care : participatory study', JMIR Human Factors, 12(e73829). doi: 10.2196/73829.
- Zhang, Y. et al. (2024) 'ScienceBenchmark : a complex real-world benchmark for evaluating natural language to SQL systems', Proceedings of the VLDB Endowment, 17(4), pp. 685–698. doi: 10.14778/3636218.3636225.
Schriftliche Konferenzbeiträge, peer-reviewed
- Nooralahzadeh, F. et al. (2025) 'Multi-modal data exploration via language agents', in Inui, K. et al. (eds) Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics. Association for Computational Linguistics, pp. 795–813. doi: 10.18653/v1/2025.findings-ijcnlp.47.
- Fürst, J. et al. (2025) 'Evaluating the data model robustness of Text-to-SQL systems based on real user queries', in Proceedings of EDBT 2025. OpenProceedings, pp. 158–170. doi: 10.48786/edbt.2025.13.
- Sivasubramaniam, S. et al. (2024) 'SM3-Text-to-Query : synthetic multi-model medical text-to-query benchmark', in 38th Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada, 10-15 December 2024. ZHAW Zürcher Hochschule für Angewandte Wissenschaften. doi: 10.21256/zhaw-32078.
- Nooralahzadeh, F. et al. (2024) 'StatBot.Swiss : bilingual open data exploration in natural language', in Findings of the Association for Computational Linguistics: ACL 2024. Association for Computational Linguistics, pp. 5486–5507. doi: 10.18653/v1/2024.findings-acl.326.