Diana F. Sousa
Cited by
Cited by
BO-LSTM: Classifying relations via long short-term memory networks along biomedical ontologies
A Lamurias, D Sousa, LA Clarke, FM Couto
BMC Bioinformatics 20 (1), 10, 2019
A Silver Standard Corpus of Human Phenotype-Gene Relations
D Sousa, A Lamurias, FM Couto
Proceedings of the 2019 Conference of the North American Chapter of the …, 2019
BiOnt: deep learning using multiple biomedical ontologies for relation extraction
D Sousa, FM Couto
European Conference on Information Retrieval, 367-374, 2020
Biomedical Relation Extraction With Knowledge Graph-Based Recommendations
D Sousa, FM Couto
IEEE Journal of Biomedical and Health Informatics 26 (8), 4207-4217, 2022
Using neural networks for relation extraction from biomedical literature
D Sousa, A Lamurias, FM Couto
Artificial Neural Networks, 289-305, 2021
Generating Biomedical Question Answering Corpora From Q&A Forums
A Lamurias, D Sousa, FM Couto
IEEE Access 8, 161042-161051, 2020
ULISBOA at SemEval-2017 Task 12: Extraction and classification of temporal expressions and events
A Lamurias, D Sousa, S Pereira, LA Clarke, FM Couto
Proceedings of the 11th International Workshop on Semantic Evaluation …, 2017
Improving accessibility and distinction between negative results in biomedical relation extraction
D Sousa, A Lamurias, FM Couto
Genomics & Informatics 18 (2), 2020
A hybrid approach toward biomedical relation extraction training corpora: combining distant supervision with crowdsourcing
D Sousa, A Lamurias, FM Couto
Database 2020, baaa104, 2020
K-RET: knowledgeable biomedical relation extraction system
DF Sousa, FM Couto
Bioinformatics 39 (4), btad174, 2023
COVID-19: A Semantic-Based Pipeline for Recommending Biomedical Entities
MA Barros, A Lamurias, D Sousa, P Ruas, FM Couto
Proceedings of the 1st Workshop on NLP for COVID-19 (Part 2) at EMNLP 2020, 2020
lasigeBioTM at SemEval-2023 Task 7: Improving Natural Language Inference Baseline Systems with Domain Ontologies
SIR Conceição, DF Sousa, P Silvestre, FM Couto
Proceedings of the 17th International Workshop on Semantic Evaluation …, 2023
COVID-19 recommender system based on an annotated multilingual corpus
M Barros, P Ruas, D Sousa, AH Bangash, FM Couto
Genomics & informatics 19 (3), 2021
Extracting phenotype-gene relations from biomedical literature using distant supervision and deep learning
D Sousa
LASIGE and UNICAGE solution to the NASA LitCoin NLP Competition
P Ruas, DF Sousa, A Neves, C Cruz, FM Couto
arXiv preprint arXiv:2308.05609, 2023
lasigeBioTM at BioCreative VII Track 1: Text mining drug and chemical-protein interactions using biomedical ontologies
D Sousa, R Cassanheira, FM Couto
Proceedings of the BioCreative VII Challenge Evaluation Workshop, 94-97, 2021
BioRED track lasigeBioTM submission: Relation Extraction using Domain Ontologies with BioRED
SIR Conceição, DF Sousa, PM Silvestre, FM Couto
Deep Learning System for Biomedical Relation Extraction Combining External Sources of Knowledge
D Sousa
European Conference on Information Retrieval, 688-693, 2021
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