Dr. Farhad Nooralahzadeh
Dr. Farhad Nooralahzadeh
ZHAW
School of Engineering
Forschungsschwerpunkt Intelligent Information Systems
Obere Kirchgasse 2 / Steinberggasse 12/14
8400 Winterthur
Arbeit an der ZHAW
Tätigkeit
Dozent für Informatik
Arbeits- und Forschungsschwerpunkte
- Multimodal Data Exploration
- Natural Language Processing
- AI Alignment in Medicine
- Intelligent Information Systems
Lehrtätigkeit
- Intelligent Information Systems
- Software Project Module 1
- Artificial Intelligence & Machine Learning (CAS Medical Leadership)- Universität Zurich
- Multimodal Multilingual NLP (Universität Zurich)
- NLP for Medicine (Universität Zurich)
Aus- und Weiterbildung
Weiterbildung
- Teaching Skills (Didaktik)
Universität Zürich
09 / 2024 - Doktorat / Informatik
Universitet Oslo
10 / 2020
Netzwerk
ORCID digital identifier
Projekte
- Medizinische Echtzeit-Entscheidungen durch Multi-Agenten-Workflows / Projektleiter:in / laufend
- KI-gestützte klinische Entscheidungsfindung in der Radiologie durch multimodale Analyse / Projektleiter:in / laufend
- DataGEMS – Data Discovery Platform with Generalized Exploratory, Management, and Search Capabilities (Horizon Europe) / Co-Projektleiter:in / laufend
- Reliable Multi-lingual and Cross-lingual Open Data Exploration in Natural Language / Projektleiter:in / 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
Kosten, C., Nooralahzadeh, F., & Stockinger, K. (2025). Evaluating the effectiveness of prompt engineering for knowledge graph question answering. Frontiers in Artificial Intelligence, 7(1454258). https://doi.org/10.3389/frai.2024.1454258
Schriftliche Konferenzbeiträge, peer-reviewed
- Gundersen, B., Deperrois, N., Ruiperez-Campillo, S., Sutter, T. M., Vogt, J. E., Moor, M., Nooralahzadeh, F., & Krauthammer, M. (2026, April 11). RadVLM-GRPO : enhancing chest X-ray report generation and visual grounding via reinforcement learning. Medical Imaging with Deep Learning. https://doi.org/10.21256/zhaw-36426
- Nooralahzadeh, F., Zhang, Y., Fürst, J., & Stockinger, K. (2025). Multi-modal data exploration via language agents [Conference paper]. In K. Inui, S. Sakti, H. Wang, D. F. Wong, P. Bhattacharyya, B. Banerjee, A. Ekbal, T. Chakraborty, & D. P. Singh (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 (pp. 795–813). Association for Computational Linguistics. https://doi.org/10.18653/v1/2025.findings-ijcnlp.47
- Nooralahzadeh, F., Zhang, Y., Smith, E., Maennel, S., Matthey-Doret, C., Raphaël, d. F., & Stockinger, K. (2024). StatBot.Swiss : bilingual open data exploration in natural language [Conference paper]. Findings of the Association for Computational Linguistics: ACL 2024, 5486–5507. https://doi.org/10.18653/v1/2024.findings-acl.326
Weitere Publikationen
Nishio, M., Matsuo, H., Matsunaga, T., Fujimoto, K., Deperrois, N., Nooralahzadeh, F., Frauenfelder, T., Krauthammer, M., & Murakami, T. (2026). Zero-shot performance of six vision-language models for lung nodule detection on chest radiographs. American Journal of Roentgenology. https://doi.org/10.2214/ajr.26.35421
Publikationen vor Tätigkeit an der ZHAW
- Nooralahzadeh, F., Perez Gonzalez, N., Frauenfelder, T., Fujimoto, K., Krauthammer, M. (2021). Progressive Transformer-Based Generation of Radiology Reports. Findings of EMNLP.
- Nooralahzadeh, F., & Sennrich, R. (2023). Improving the Cross-Lingual Generalisation in Visual Question Answering. Proceedings of the AAAI Conference on Artificial Intelligence, 37(11), 13419–13427. https://doi.org/10.1609/aaai.v37i11.26574
- Nooralahzadeh, F., Bekoulis, G., Bjerva, J., Augenstein, I. (2020). Zero-Shot Cross-Lingual Transfer with Meta Learning. EMNLP.
- Nooralahzadeh, F., Brun, C., Roux, C. (2014). Part of Speech Tagging for French Social Media Data. COLING.
- Nooralahzadeh, F., Øvrelid, L., Lønning, J. T. (2018). Evaluation of Domain-specific Word Embeddings using Knowledge Resources. LREC.
- Nooralahzadeh, F., Øvrelid, L. (2018). Syntactic Dependency Representations in Neural Relation Classification. RelNLP Workshop.
- Nooralahzadeh, F., Øvrelid, L., Lønning, J. T. (2018). SIRIUS-LTG-UiO at SemEval-2018 Task 7: CNNs with Shortest Dependency Paths for Semantic Relation Extraction. SemEval.
- Nooralahzadeh, F., Øvrelid, L. (2018). SIRIUS-LTG: An Entity Linking Approach to Fact Extraction and Verification. FEVER Workshop.
- Nooralahzadeh, F., Lønning, J. T., Øvrelid, L. (2019). Reinforcement-based denoising of distantly supervised NER with partial annotation. DeepLo (EMNLP Workshop).