I often collaborate with Ameen Abu-Hanna, Joanna Klopotowska, and Iacopo Vagliano in the Amsterdam UMC/UvA, and with Sebastian Schelter in the Informatics Institute/UvA.
PhD students
Zeyu Zhang (Sep 2022–, UvA). Natural language processing and data management for data-driven mental health research. (Co-supervised with Sebastian Schelter)
Rachel Murphy (Sep 2021–, Amsterdam UMC). Natural language processing to detect adverse drug events. (Co-supervised with Joanna Klopotowska)
MSc/BSc students
Auke Elfrink (2022–, MSc in Artificial Intelligence, UvA). Predicting the risk of cancer from patients’ electronic health records. (Co-supervised with Ameen Abu-Hanna and Iacopo Vagliano)
Youssef El Ghouch (2022–, MSc in Data Science, UvA). Interpretability of mortality prediction in the intensive care using natural language processing on free-text medical notes: a code-base for post-hoc attribution methods. (Co-supervised with Ameen Abu-Hanna and Iacopo Vagliano)
Alumni
MSc/BSc students
Teresa Huang (2020–, Individual Project, Center for Data Science, NYU). Learning multimodal knowledge graph representations to improve natural language understanding and generation.
Yash Deshpande (2020–, Individual Project, Center for Data Science, NYU). Learning multimodal knowledge graph representations to improve natural language understanding and generation.
Yibo Liu (2020–, Individual Project, Center for Data Science, NYU). Learning multimodal knowledge graph representations to improve natural language understanding and generation.
Jana Leible (Sep 2019, MSc in Artificial Intelligence, UvA). Improving multi-modal machine translation by learning to tag images.
Victor Milewski ( 2019, MSc in Artificial Intelligence, UvA). Incorporating object relational information into image description generation.
Houda Alberts (Sep 2019, MSc in Artificial Intelligence, UvA). Exploiting multi-modal knowledge bases for image description generation.
Vikrant Yadav (Sep 2019, MSc in Artificial Intelligence, UvA). Hybrid context-based embeddings generated from taxonomical paths.
Fábio Paixão Curi (Sep 2018, MSc in Artificial Intelligence, UvA). Using typological linguistic features to improve low-resource machine translation.
Maartje de Jonge (Sep 2018, Individual Project in AI, UvA). Image description generation with separate description and language models.
Victor Milewski (Sep 2018, Individual Project in AI, UvA). Topic mixture models for image description generation.
