A critical empirical evaluation of deep learning models for solving aspect based sentiment analysis.
P. R. Joe DhanithK. S. Sakunthala PrabhaPublished in: Artif. Intell. Rev. (2023)
Keyphrases
- empirical evaluation
- sentiment analysis
- learning models
- opinion mining
- sentiment lexicon
- sentiment classification
- machine learning
- sentiment words
- text classification
- learning tasks
- learning algorithm
- loss function
- machine learning algorithms
- semi supervised learning
- sentence level
- natural language processing
- conditional random fields
- learning problems
- online reviews
- classification models
- text mining
- data sets
- artificial intelligence
- product reviews
- active learning
- training data
- supervised learning
- semi supervised
- expectation maximization