Facebook
Twitter
Linkedin
LASIGE
About LASIGE
Organisation
Awards and Recognition
Highlights
Events
News
Talks
Research Lines
Accessibility and Ageing
Cyber‐Physical Systems
Data and Systems Intelligence
Health and Biomedical Informatics
Reliable Software Systems
Resilient Distributed and Networked Systems
Research & Innovation
Software & Tools
Projects
Publications
Partners
Innovation
Members
Integrated Researchers
PhD Collaborators
Collaborators
PhD Students
MSc Students
Undergraduate Students
Staff
Former Members
Positions
Select Page
Member
Diana Sousa
Info
Projects
Publications
Email
dfsousa (at) ciencias.ulisboa.pt
Room
6.3.30
Category
PhD Student
Advisor
Francisco Couto
Research Lines
Health and Biomedical Informatics
PAST
Acronym
Title
Funding Entity
Start Date
End Date
DeST
Deep Semantic Tagger
FCT
01/10/2018
30/09/2022
Year
Start Year
to
End Year
Diana Sousa
,
Andre Lamurias
,
Francisco M. Couto
.
Using Neural Networks for Relation Extraction from Biomedical Literature
, In Methods in Molecular Biology,Artificial Neural Networks, pages 289 - 305. Springer, 2020 [
Biblios
]
Diana Sousa
,
Andre Lamurias
,
Francisco M. Couto
.
Improving accessibility and distinction between negative results in biomedical relation extraction
. Genomics & Informatics, 18(2), Korea Genome Organization, 2020 [
Biblios
]
Marcia Afonso Barros
,
Andre Lamurias
,
Diana Sousa
,
Pedro Ruas
,
Francisco M. Couto
.
COVID-19: A Semantic-Based Pipeline for Recommending Biomedical Entities
. In Proceedings of the 1st Workshop on NLP for COVID-19 (Part 2) at EMNLP 2020. Association for Computational Linguistics, 2020 [
Biblios
]
Diana Sousa
,
Andre Lamurias
,
Francisco M Couto
.
A hybrid approach toward biomedical relation extraction training corpora: combining distant supervision with crowdsourcing
. Database, 2020, Oxford University Press (OUP), 2020 [
Biblios
]
Diana Sousa
,
Francisco M. Couto
.
BiOnt: Deep Learning Using Multiple Biomedical Ontologies for Relation Extraction
. In 42nd European Conference on Information Retrieval, pages 367-374. Springer International Publishing, 2020 [
Biblios
]
Andre Lamurias
,
Diana Sousa
,
Francisco M. Couto
.
Generating Biomedical Question Answering Corpora From Q&A Forums
. IEEE Access, 8, Institute of Electrical and Electronics Engineers (IEEE), 2020 [
Biblios
]
Andre Lamurias
,
Diana Sousa
,
Luka A. Clarke
,
Francisco M. Couto
.
BO-LSTM: classifying relations via long short-term memory networks along biomedical ontologies
. BMC Bioinformatics, 20(1), Springer Science and Business Media LLC, 2019 [
Biblios
]
Diana Francisco de Sousa
,
Couto, Francisco José Moreira
.
Extracting phenotype-gene relations from biomedical literature using distant supervision and deep learning
. Master's dissertation, 2019 [
Biblios
]
Diana Sousa
,
Andre Lamurias
,
Francisco M. Couto
.
A Silver Standard Corpus of Human Phenotype-Gene Relations
. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers). Association for Computational Linguistics, 2019 [
Biblios
]
A. Lamurias
,
Diana Sousa
,
S. Pereira
,
L.A. Clarke
,
F. Couto
.
ULISBOA at SemEval-2017 Task 12: Extraction and classification of temporal expressions and events
. In 10th International Workshop on Semantic Evaluation (SemEval), 2017 [
Biblios
]