Diana F. Sousa

20 papers Misc 1Journal 11Unranked 7
YearRankTypeTitle / Venue / Authors
2025 Misc conf
Exploring the Performance of Large Language Models for Event Detection and Extraction in the Health Domain.
RANLP
Hristo Tanev, Nicolas Stefanovitch, Tomás Harmatha, Diana F. Sousa
2024 — conf
Recommending News Articles for Public Health Intelligence.
HealthRecSys@RecSys
Diana F. Sousa, Nicolas Stefanovitch, Luigi Spagnolo
2024 J jnl
The overview of the BioRED (Biomedical Relation Extraction Dataset) track at BioCreative VIII.
Database J. Biol. Databases Curation
Rezarta Islamaj, Po-Ting Lai, Chih-Hsuan Wei, Ling Luo, Tiago Melo Almeida, Richard A. A. Jonker, Sofia I. R. Conceição, Diana F. Sousa, Cong-Phuoc Phan, Jung-Hsien Chiang, Jiru Li, Dinghao Pan, Wilailack Meesawad, Richard Tzong-Han Tsai, M. Janina Sarol, Gibong Hong, Airat Valiev, Elena Tutubalina, Shao-Man Lee, Yi-Yu Hsu, Mingjie Li, Karin Verspoor, Zhiyong Lu
2023 J jnl
K-RET: knowledgeable biomedical relation extraction system.
Bioinform.
Diana F. Sousa, Francisco M. Couto
2023 J jnl
LASIGE and UNICAGE solution to the NASA LitCoin NLP Competition.
CoRR
Pedro Ruas, Diana F. Sousa, André Neves, Carlos Cruz, Francisco M. Couto
2023 — conf
lasigeBioTM at SemEval-2023 Task 7: Improving Natural Language Inference Baseline Systems with Domain Ontologies.
SemEval@ACL
Sofia I. R. Conceição, Diana F. Sousa, Pedro Silvestre, Francisco M. Couto
2022 J jnl
Biomedical Relation Extraction With Knowledge Graph-Based Recommendations.
IEEE J. Biomed. Health Informatics
Diana F. Sousa, Francisco M. Couto
2021 — conf
Deep Learning System for Biomedical Relation Extraction Combining External Sources of Knowledge.
ECIR (2)
Diana F. Sousa
2021 — ch.
Using Neural Networks for Relation Extraction from Biomedical Literature.
Artificial Neural Networks, 3rd Edition
Diana F. Sousa, Andre Lamurias, Francisco M. Couto
2020 J jnl
A hybrid approach toward biomedical relation extraction training corpora: combining distant supervision with crowdsourcing.
Database J. Biol. Databases Curation
Diana F. Sousa, Andre Lamurias, Francisco M. Couto
2020 — conf
BiOnt: Deep Learning Using Multiple Biomedical Ontologies for Relation Extraction.
ECIR (2)
Diana F. Sousa, Francisco M. Couto
2020 J jnl
BiOnt: Deep Learning using Multiple Biomedical Ontologies for Relation Extraction.
CoRR
Diana F. Sousa, Francisco M. Couto
2020 — conf
COVID-19: A Semantic-Based Pipeline for Recommending Biomedical Entities.
NLP4COVID@EMNLP
Márcia Barros, Andre Lamurias, Diana F. Sousa, Pedro Ruas, Francisco M. Couto
2020 J jnl
Generating Biomedical Question Answering Corpora From Q&A Forums.
IEEE Access
Andre Lamurias, Diana F. Sousa, Francisco M. Couto
2020 J jnl
Generating Scientific Question Answering Corpora from Q&A forums.
CoRR
Andre Lamurias, Diana F. Sousa, Francisco M. Couto
2019 — conf
A Silver Standard Corpus of Human Phenotype-Gene Relations.
NAACL-HLT (1)
Diana F. Sousa, Andre Lamurias, Francisco M. Couto
2019 J jnl
A Silver Standard Corpus of Human Phenotype-Gene Relations.
CoRR
Diana F. Sousa, Andre Lamurias, Francisco M. Couto
2019 J jnl
BO-LSTM: classifying relations via long short-term memory networks along biomedical ontologies.
BMC Bioinform.
Andre Lamurias, Diana F. Sousa, Luka A. Clarke, Francisco M. Couto
2019 J jnl
Using Neural Networks for Relation Extraction from Biomedical Literature.
CoRR
Diana F. Sousa, Andre Lamurias, Francisco M. Couto
2017 — conf
ULISBOA at SemEval-2017 Task 12: Extraction and classification of temporal expressions and events.
SemEval@ACL
Andre Lamurias, Diana F. Sousa, Sofia Pereira, Luka A. Clarke, Francisco M. Couto