Specialization
Focus of research
I focus on methodology for problems in medicine and psychology (prognostic and diagnostic models), including: machine learning, natural language processing, computer vision, and knowledge graphs.
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Topic evolution before fall incidents in new fallers through natural language processing of general practitioners' clinical notes
Dormosh, N., Abu-Hanna, A., Calixto, I., Schut, M. C., Heymans, M. W. & van der Velde, N., 1 Feb 2024, In: Age and ageing. 53, 2, afae016.Research output: Contribution to journal › Article › Academic › peer-review
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ViLMA: A Zero-Shot Benchmark for Linguistic and Temporal Grounding in Video-Language Models
Kesen, I., Pedrotti, A., Dogan, M., Cafagna, M., Acikgoz, E. C., Parcalabescu, L., Calixto, I., Frank, A., Gatt, A., Erdem, A. & Erdem, E., 2024, @inproceedings{ anonymous2024vilma, title={Vi{LMA}: A Zero-Shot Benchmark for Linguistic and Temporal Grounding in Video-Language Models}, author={Anonymous}, booktitle={The Twelfth International Conference on Learning Representations}, year={2024}, url={https://openreview.net/forum?id=liuqDwmbQJ} }.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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LLM aided semi-supervision for efficient Extractive Dialog Summarization
Mishra, N., Sahu, G., Calixto, I., Abu-Hanna, A. & Laradji, I., 1 Dec 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Bouamor, H., Pino, J. & Bali, K. (eds.). Singapore: Association for Computational Linguistics (ACL), p. 10002-10009 8 p. (Findings of the Association for Computational Linguistics: EMNLP 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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