Discriminative Models Can Still Outperform Generative Models in Aspect Based Sentiment Analysis.
Dhruv MullickAlona FysheBilal GhanemPublished in: CoRR (2022)
Keyphrases
- sentiment analysis
- discriminative models
- generative model
- semi supervised learning
- probabilistic model
- discriminative learning
- generative and discriminative models
- text classification
- learning tasks
- conditional random fields
- em algorithm
- language modeling
- natural language processing
- semi supervised
- prior knowledge
- text mining
- discriminative learning framework
- expectation maximization
- supervised learning
- image statistics
- relevance feedback
- labeled data
- object categories
- complex domains
- training set
- support vector
- data mining