Advancing aspect-based sentiment analysis with a novel architecture combining deep learning models CNN and bi-RNN with the machine learning model SVM.
Sarsabene HammiSouha Hammami MezghaniLamia Hadrich BelguithPublished in: Soc. Netw. Anal. Min. (2023)
Keyphrases
- learning models
- machine learning
- sentiment analysis
- classification models
- machine learning algorithms
- data mining
- prior knowledge
- learning tasks
- real world
- learning problems
- conditional random fields
- loss function
- semi supervised learning
- higher order
- support vector machine
- probabilistic model
- feature selection
- text mining
- text classification
- natural language processing
- support vector machine svm
- supervised learning
- active learning
- similarity measure
- decision trees
- neural network
- opinion mining
- machine learning models