Diana F. Sousa

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Francisco M CoutoLASIGE, Departamento de Informática, Faculdade de Ciências, Universidade de Lisboa, PortugalVerified email at campus.ul.pt
Andre LamuriasNOVA LINCS, NOVA School of Science and TechnologyVerified email at fct.unl.pt
Luka A. ClarkeBIOISI: Biosystems & Integrative Sciences Institute, University of Lisbon, PortugalVerified email at fc.ul.pt
Pedro RuasLASIGE, Faculdade de Ciências, Universidade de LisboaVerified email at fc.ul.pt
Sofia I. R. ConceiçãoLASIGE, Informática, Faculdade de Ciências, Universidade de LisboaVerified email at alunos.fc.ul.pt
Márcia BarrosLASIGE, Informática, Faculdade de Ciências, Universidade de LisboaVerified email at fc.ul.pt
Sofia Cardoso PereiraPhD candidate, University of PortoVerified email at edu.fe.up.pt
Jung-Hsien ChiangDistinguished Professor of Computer Science Department, National Cheng Kung University, TaiwanVerified email at mail.ncku.edu.tw
Cong-Phuoc Phan (Peter)PhD Student, National Cheng Kung University, TaiwanVerified email at iir.csie.ncku.edu.tw
Chih Hsuan WeiStaff Scientist, NCBI (National Center for Biotechnology Information) / NLM / NIHVerified email at ncbi.nlm.nih.gov
M. Janina SarolUniversity of Illinois at Urbana-ChampaignVerified email at illinois.edu
Rezarta IslamajNational Center for Biotechnology Information, National Library of Medicine, National Institutes ofVerified email at nih.gov
Zhiyong LuSenior Investigator, NLM; Adjunct Professor of CS, UIUCVerified email at nih.gov
Richard Tzong-Han TsaiNational Central University; Academia SinicaVerified email at g.ncu.edu.tw
Po-Ting LaiNational Center for Biotechnology Information (NCBI)Verified email at ncbi.nlm.nih.gov
Mingjie LiStanford UniversityVerified email at stanford.edu
Yi-Yu HsuSchool of Computing, National Cheng Kung UniversityVerified email at gs.ncku.edu.tw
Karin VerspoorExecutive Dean, School of Computing Technologies, RMIT UniversityVerified email at rmit.edu.au
Elena TutubalinaAIRI; The Ivannikov Institute for System Programming of the Russian Academy of SciencesVerified email at airi.net
Tiago AlmeidaIEETAVerified email at ua.pt

Diana F. Sousa

Other namesDiana Sousa, Diana Francisco de Sousa

European Commission, Joint Research Centre (JRC)

Verified email at ec.europa.eu - Homepage

Artificial Intelligence Text and Data Mining Natural Language Processing Data Integration


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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	75	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	48	2019
BiOnt: deep learning using multiple biomedical ontologies for relation extraction D Sousa, FM Couto European Conference on Information Retrieval, 367-374, 2020	36	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	28	2022
Using neural networks for relation extraction from biomedical literature D Sousa, A Lamurias, FM Couto Artificial Neural Networks, 289-305, 2021	14	2021
Generating Biomedical Question Answering Corpora From Q&A Forums A Lamurias, D Sousa, FM Couto IEEE Access 8, 161042-161051, 2020	12	2020
K-RET: knowledgeable biomedical relation extraction system DF Sousa, FM Couto Bioinformatics 39 (4), btad174, 2023	6	2023
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	6	2017
The overview of the BioRED (Biomedical Relation Extraction Dataset) track at BioCreative VIII R Islamaj, PT Lai, CH Wei, L Luo, T Almeida, RAA Jonker, SIR Conceição, ... Database 2024, baae069, 2024	5	2024
A hybrid approach toward biomedical relation extraction training corpora: combining distant supervision with crowdsourcing D Sousa, A Lamurias, FM Couto Database 2020, baaa104, 2020	5	2020
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	4	2021
Improving accessibility and distinction between negative results in biomedical relation extraction D Sousa, A Lamurias, FM Couto Genomics & Informatics 18 (2), 2020	4	2020
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	3	2020
BioRED track lasigeBioTM submission: Relation Extraction using Domain Ontologies with BioRED SIR Conceição, DF Sousa, PM Silvestre, FM Couto	2	2023
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	2	2023
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	2	2023
Extracting phenotype-gene relations from biomedical literature using distant supervision and deep learning D Sousa Faculdade de Ciências da Universidade de Lisboa, 2019	2	2019
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	1	2021
Deep Learning System for Biomedical Relation Extraction Combining External Sources of Knowledge D Sousa European Conference on Information Retrieval, 688-693, 2021	1	2021
Text Mining for Bioinformatics Using Biomedical Literature A Lamurias, DF Sousa, FM Couto Reference Module in Life Sciences, 2024		2024

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