Member information
Status
Integrated Researcher
Research Group
Affiliation
DETI, University of Aveiro
Ciência ID
Scopus
ORCID ID
Projects
- EHDEN – European Health Data & Evidence Network
- MIRMIR: Multimodal Information Retrieval in Medical Imaging Repositories
- PandIA – Management of Pandemic Social Isolation Based on City and Social Intelligence
- SCREEN-DR: Image Analysis and Machine Learning Platform for Innovation in Diabetic Retinopathy Screening
Publications
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2026
BioGraphletQA: Knowledge-Anchored Generation of Complex QA Datasets Lecture Notes in Computer Science, 16486 LNCS, 610–625
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2026
SynDocDis: A Metadata-Driven Framework for Generating Synthetic Physician Discussions Using Large Language Models Lecture Notes in Computer Science, 16121 LNAI, 311–323
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2025
A Framework for Fine-Grained Complexity Control in Health Answer Generation Proceedings of the Annual Meeting of the Association for Computational Linguistics, 4, 1111–1131
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2025
BIT.UA at BioASQ 13B: Revisiting Evaluation, DPRF-Enhanced Retrieval and Fine-Tuned LLMs CEUR Workshop Proceedings, 4038, 328–342
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2025
Value Creation for Healthcare Ecosystems through Artificial Intelligence Applied to Physician-to-Physician Communication: A Systematic Review Neural Processing Letters, 57(1), 6
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2024
Analyzing a Decade of Evolution: Trends in Natural Language Processing Lecture Notes in Computer Science, 14912 LNCS, 162–176
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2024
BIT.UA at BioASQ 12: From Retrieval to Answer Generation CEUR Workshop Proceedings, 3740, 47–67
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2024
BIT.UA at MultiCardioNER: Adapting a Multi-head CRF for Cardiology CEUR Workshop Proceedings, 3740, 150–158
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2024
Exploring efficient zero-shot synthetic dataset generation for Information Retrieval EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2024, 1214–1231
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2024
HealthDBFinder: a question-answering task for health database discovery Proceedings - IEEE Symposium on Computer-Based Medical Systems, 100–104