Publications

Click in the title of each publication to check further details about each one:

2021
C3SL at SemEval-2021 Task 1: Predicting Lexical Complexity of Words in Specific Contexts with Sentence Embeddings
Novel Perspectives and Applications of Knowledge Graph Embeddings: From Link Prediction to Risk Assessment and Explainability
Improving Risk Assessment of Miscarriage During Pregnancy with Knowledge Graph Embeddings
2020
Relative and Incomplete Time Expression Anchoring for Clinical Text
ICD-10 coding based on semantic distance: LSI_UNED at CLEF eHealth 2020 Task 1
Natural language processing for mimicking clinical trial recruitment in critical care: a semi-automated simulation based on the LeoPARDS trial
Evaluating the Effectiveness of Margin Parameter when Learning Knowledge Embedding Representation for Domain-specific Multi-relational Categorized Data
2019
Clinical Knowledge Graph Embedding Representation Bridging the Gap between Electronic Health Records and Prediction Models
Clustering as an Evaluation Protocol for Knowledge Embedding Representation of Categorised Multi-relational Data in the Clinical Domain
Annotating Temporal Information in Clinical Notes for Timeline Reconstruction: Towards the Definition of Calendar Expressions
Normalisation of imprecise temporal expressions extracted from text
Combining string and phonetic similarity matching to identify misspelt names of drugs in medical records written in Portuguese
Exploring logical and hierarchical information to map relational databases into ontologies
2018
Using Ontology-based Constraints to Improve Accuracy on Learning Domain-specific Entity and Relationship Embedding Representation for Knowledge Resolution
Integrating Approximate String Matching with Phonetic String Similarity
2015
Analysis of Temporal Expressions Annotated in Clinical Notes
Contrasting Rule-based and Support Vector Machine Approaches to Time Expression Identification in Clinical TempEval
2014
Fast Phonetic Similarity Search over Large Repositories