Evaluating semantic textual similarity in clinical sentences using deep learning and sentence embeddings.
Rui AntunesJoão Figueira SilvaSérgio MatosPublished in: SAC (2020)
Keyphrases
- deep learning
- sentence similarity
- natural language
- semantic similarity
- unsupervised learning
- machine learning
- natural language sentences
- semantic roles
- syntactic structures
- multi document summarization
- unsupervised feature learning
- dependency relations
- similarity measure
- sentence level
- learning algorithm
- syntactic analysis
- mental models
- semi supervised
- weakly supervised
- linguistic features
- question answering
- wordnet
- semantic parsing
- natural language processing
- predicate argument
- high dimensional
- computer vision