Sousa, Diana Francisco de, Couto, Francisco José Moreira. Deep learning system for biomedical relation extraction combining external sources of knowledge. PhD thesis, 2023 [Biblios]

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]