Yi Zhang

Network

ORCID digital identifier

ORCID ID: 0009-0000-9031-1897

Projects

• DataGEMS - Data Discovery Platform with Generalized Exploratory, Management, and Search Capabilities (Horizon Europe) / Team member / ongoing
• Digital Health Zurich: a practice lab for patient-centred clinical innovation / Team member / ongoing
• Reliable Multi-lingual and Cross-lingual Open Data Exploration in Natural Language / Team member / completed
• INODE4StatBot.swiss – Application of new algorithms for automatic natural language translation into database query language SQL (NL-to-SQL) / Team member / completed
• INODE – Intelligent Open Data Exploration (EU Horizon 2020) / Team member / completed

Publications

• Zhang, Yi; Deriu, Jan Milan; Katsogiannis-Meimarakis, George; Kosten, Catherine; Koutrika, Georgia; Stockinger, Kurt,

  2024.

  ScienceBenchmark : a complex real-world benchmark for evaluating natural language to SQL systems.

  Proceedings of the VLDB Endowment.

  17(4), pp. 685-698.

  Available from: https://doi.org/10.14778/3636218.3636225

• Fürst, Jonathan; Kosten, Catherine; Nooralahzadeh, Farhard; Zhang, Yi; Stockinger, Kurt,

  2025.

  Evaluating the data model robustness of Text-to-SQL systems based on real user queries[paper].

  In:

  Proceedings of EDBT 2025.

  28th International Conference on Extending Database Technology (EDBT), Barcelona, Spain, 25-28 March 2025.

  Open Proceedings.

  pp. 158-170.

  Advances in Database Technology ; 28.

  Available from: https://doi.org/10.48786/edbt.2025.13

• Sivasubramaniam, Sithursan; Osei-Akoto, Cedric; Zhang, Yi; Stockinger, Kurt; Fürst, Jonathan,

  2024.

  SM3-Text-to-Query : synthetic multi-model medical text-to-query benchmark[paper].

  In:

  38th Conference on Neural Information Processing Systems (NeurIPS), Vancouver, Canada, 10-15 December 2024.

  ZHAW Zürcher Hochschule für Angewandte Wissenschaften.

  Available from: https://doi.org/10.21256/zhaw-32078

• Nooralahzadeh, Farhad; Zhang, Yi; Smith, Ellery; Maennel, Sabine; Matthey-Doret, Cyril; Raphaël, de Fondville; Stockinger, Kurt,

  2024.

  StatBot.Swiss : bilingual open data exploration in natural language[paper].

  In:

  Findings of the Association for Computational Linguistics: ACL 2024.

  62nd Annual Meeting of the Association for Computational Linguistics (ACL), Bangkok, Thailand, 11-16 August 2024.

  Association for Computational Linguistics.

  pp. 5486-5507.

  Available from: https://doi.org/10.18653/v1/2024.findings-acl.326

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