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