BioGraphletQA: Knowledge-Anchored Generation of Complex QA Datasets
Lecture Notes in Computer Science, 16486 LNCS, 610–625 DOI Scopus
Publications — Sérgio Matos
← Sérgio Matos · All IEETA publications
2026
2 publicationsSynDocDis: A Metadata-Driven Framework for Generating Synthetic Physician Discussions Using Large Language Models
Lecture Notes in Computer Science, 16121 LNAI, 311–323 DOI Scopus
2025
3 publicationsA Framework for Fine-Grained Complexity Control in Health Answer Generation
Proceedings of the Annual Meeting of the Association for Computational Linguistics, 4, 1111–1131 DOI Scopus
BIT.UA at BioASQ 13B: Revisiting Evaluation, DPRF-Enhanced Retrieval and Fine-Tuned LLMs
CEUR Workshop Proceedings, 4038, 328–342 Scopus
Value Creation for Healthcare Ecosystems through Artificial Intelligence Applied to Physician-to-Physician Communication: A Systematic Review
2024
9 publicationsAnalyzing a Decade of Evolution: Trends in Natural Language Processing
Lecture Notes in Computer Science, 14912 LNCS, 162–176 DOI Scopus
BIT.UA at BioASQ 12: From Retrieval to Answer Generation
CEUR Workshop Proceedings, 3740, 47–67 Scopus
BIT.UA at MultiCardioNER: Adapting a Multi-head CRF for Cardiology
CEUR Workshop Proceedings, 3740, 150–158 Scopus
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 Scopus
HealthDBFinder: a question-answering task for health database discovery
Proceedings - IEEE Symposium on Computer-Based Medical Systems, 100–104 DOI Scopus
Multi-head CRF classifier for biomedical multi-class named entity recognition on Spanish clinical notes
SPARe: Supercharged Lexical Retrievers on GPU with Sparse Kernels
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14610 LNCS, 413–421 DOI Scopus
Towards a Hyperparameter-Free QUBO Formulation for Feature Selection in IR
CEUR Workshop Proceedings, 3740, 3054–3063 Scopus
Towards discovery: an end-to-end system for uncovering novel biomedical relations
2023
7 publicationsBIT.UA at BioASQ 11B: Two-Stage IR with Synthetic Training and Zero-Shot Answer Generation
CEUR Workshop Proceedings, 3497, 37–59 Scopus
BIT.UA at MedProcNer: Discovering Medical Procedures in Spanish Using Transformer Models with MCRF and Augmentation
CEUR Workshop Proceedings, 3497, 60–72 Scopus
DyPrune: Dynamic Pruning Rates for Neural Networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14115 LNAI, 146–157 DOI Scopus
Exploring Kolmogorov Complexity Approximations for Data Analysis: Insights and Applications
IFIP Advances in Information and Communication Technology, 678, 161–174 DOI Scopus
Proteostasis networks in aging: novel insights from text-mining approaches
Study of NAD-interacting proteins highlights the extent of NAD regulatory roles in the cell and its potential as a therapeutic target
The NAD Interactome, Identification of Putative New NAD-Binding Proteins
Lecture Notes in Networks and Systems, 553, 43–54 DOI Scopus
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