Sumaiya Suravee is a scientific researcher who works on the BMBF project eDEM-Connect. Her research interests lie in information extraction from informal written documents, Learning semantic structure from text, ontology development, annotation scheme development, Natural language processing and Machine learning.

Email: sumaiya.suravee (at) uni-greifswald.de
Phone: +49 3834 420 5508
University of Greifswald
Felix-Hausdorff-Straße 18
17489 Greifswald

Short CV

  • Received M.Sc. in Electrical Engineering with specialization in Information Technology from University of Rostock, Germany.
  • Completed her internship and Master thesis in Natural language processing at PlanetAI GmbH.
  • In July 2020, started working as a Researcher with the Junior Research Group, University of Rostock ‘‘Cognitive Methods for Situation-Aware Assistive Systems’’ (led by Dr.-Ing. Kristina Yordanova).

Publications:

  • D. Yadav, S. Suravee, T. Strauß, K. Yordanova (2024). Cross-Lingual Named Entity Recognition for Low-Resource Languages: A Hindi-Nepali Case Study Using Multilingual BERT Models. Proceedings of the 4th Workshop on Multi-lingual Representation Learning at EMNLP 2024. Association for Computational Linguistics (ACL).
  • S. Suravee, T. Stoev, K. Yordanova, S. Konow (2024). Assessing Large Language Models for annotating data in Dementia-Related texts: A Comparative Study with Human Annotators. Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft für Informatik (GI)
  • eDEM-CONNECT: An ontology-based chatbot for family caregivers of people with dementia, Maurice Boiting, Niklas Tschorn, Sumaiya Suravee, Kristina Yordanova, Margareta Halek, Franziska A. Jagoda, Stefan Lüdtke, Anja Burmann (2024) Wireless Mobile Communication and Healthcare. 12th EAI International Conference, MobiHealth 2023, Vila Real, Portugal, November 29 – 30, 2023, Proceedings.
  • Sensor-based Locomotion Data Mining for Supporting the Diagnosis of Neurodegenerative Disorders: a Survey. Samaneh Zolfaghari, Sumaiya Suravee, Daniele Riboni, and Kristina Yordanova. 2023. ACM Comput. Surv. Accepted (June 2023). 
  • Annotation Scheme for Named Entity Recognition and Relation Extraction Tasks in the Domain of People with Dementia. S Suravee, T Stoev, D Schindler, I Hochgraeber, C Pinkert, B Holle, M Halek, F Krüger, K Yordanova. 2022 IEEE International Conference on Pervasive Computing and Communications (PerCom).
  • Wissenschaftsbasierte Ontologieentwicklung als Grundlage für KI-basierte Beratung von pflegenden Angehörigen. Einblicke in das Projekt eDEM-CONNECT, Iris Hochgraeber, Christiane Pinkert, Sumaiya Suravee, Stefan Lüdtke, Margareta Halek, Bernhard Holle. 20, Deutscher Kongress für Versorgungsforschung 2021.
  • Methods for Automated Learning of Semantic Structures from Textual Data Sumaiya Suravee, KI 2021-Early Career Research Consortium. doi.org/10.25592/uhhfdm.9613 (2021, September).
  • Mapping of Mammalian Purkinje Network on an Electrically Equivalent Circuit. K T Ahammad, A K Anik, S Suravee. 2017. International Journal of Innovation and Scientific Research.