ULISBOA at SemEval-2017 Task 12: Extraction and classification of temporal expressions and events. - Andre Lamurias; Diana F. Sousa; Sofia Pereira; Luka A. Clarke; Francisco M. Couto (SemEval@ACL, 2017)

A Silver Standard Corpus of Human Phenotype-Gene Relations. - Diana F. Sousa; Andre Lamurias; Francisco M. Couto (NAACL-HLT (1), 2019)

Using Neural Networks for Relation Extraction from Biomedical Literature. - Diana F. Sousa; Andre Lamurias; Francisco M. Couto (CoRR, 2019)

BO-LSTM: classifying relations via long short-term memory networks along biomedical ontologies. - Andre Lamurias; Diana F. Sousa; Luka A. Clarke; Francisco M. Couto (BMC Bioinform., 2019)

BiOnt: Deep Learning Using Multiple Biomedical Ontologies for Relation Extraction. - Diana F. Sousa; Francisco M. Couto (ECIR (2), 2020)

COVID-19: A Semantic-Based Pipeline for Recommending Biomedical Entities. - Márcia Barros; Andre Lamurias; Diana F. Sousa; Pedro Ruas; Francisco M. Couto (NLP4COVID@EMNLP, 2020)

Generating Biomedical Question Answering Corpora From Q&A Forums. - Andre Lamurias; Diana F. Sousa; Francisco M. Couto (IEEE Access, 2020)

A hybrid approach toward biomedical relation extraction training corpora: combining distant supervision with crowdsourcing. - Diana F. Sousa; Andre Lamurias; Francisco M. Couto (Database J. Biol. Databases Curation, 2020)

Generating Scientific Question Answering Corpora from Q&A forums. - Andre Lamurias; Diana F. Sousa; Francisco M. Couto (CoRR, 2020)

Using Neural Networks for Relation Extraction from Biomedical Literature. - Diana F. Sousa; Andre Lamurias; Francisco M. Couto (Artificial Neural Networks, 3rd Edition, 2021)

Deep Learning System for Biomedical Relation Extraction Combining External Sources of Knowledge. - Diana F. Sousa (ECIR (2), 2021)

Biomedical Relation Extraction With Knowledge Graph-Based Recommendations. - Diana F. Sousa; Francisco M. Couto (IEEE J. Biomed. Health Informatics, 2022)

lasigeBioTM at SemEval-2023 Task 7: Improving Natural Language Inference Baseline Systems with Domain Ontologies. - Sofia I R. Conceição; Diana F. Sousa; Pedro Silvestre; Francisco M. Couto (SemEval@ACL, 2023)

LASIGE and UNICAGE solution to the NASA LitCoin NLP Competition. - Pedro Ruas; Diana F. Sousa; André Neves; Carlos Cruz; Francisco M. Couto (CoRR, 2023)

K-RET: knowledgeable biomedical relation extraction system. - Diana F. Sousa; Francisco M. Couto (Bioinform., 2023)

Recommending News Articles for Public Health Intelligence. - Diana F. Sousa; Nicolas Stefanovitch; Luigi Spagnolo (HealthRecSys@RecSys, 2024)

The overview of the BioRED (Biomedical Relation Extraction Dataset) track at BioCreative VIII. - Rezarta Islamaj; Po-Ting Lai; Chih-Hsuan Wei; Ling Luo 001; Tiago Melo Almeida; Richard A. A. Jonker; Sofia I R. Conceição; Diana F. Sousa; Cong-Phuoc Phan; Jung-Hsien Chiang; Jiru Li; Dinghao Pan; et al. (Database J. Biol. Databases Curation, 2024)