Incorporating Multiple Feature Groups to a Siamese Neural Network for Semantic Textual Similarity Task in Portuguese Texts.
João Vitor Andrioli de SouzaLucas Emanuel Silva e OliveiraYohan Bonescki GumielDeborah Ribeiro CarvalhoClaudia Maria Cabral MoroPublished in: ASSIN@STIL (2019)
Keyphrases
- multiple features
- neural network
- natural language
- semantic similarity
- low level features
- similarity measure
- keywords
- data fusion
- semantic information
- metric learning
- pattern recognition
- euclidean distance
- metadata
- feature vectors
- visual information
- feature set
- multiple instance learning
- video tracking
- distance measure
- relevance feedback
- domain knowledge
- viewpoint
- image retrieval
- high level
- multimedia
- machine learning
- class labels
- distance metric
- active learning
- incremental learning
- training set
- combining multiple