Towards a One-stop Solution to Both Aspect Extraction and Sentiment Analysis Tasks with Neural Multi-task Learning.
Feixiang WangMan LanWenting WangPublished in: IJCNN (2018)
Keyphrases
- natural language
- multi task learning
- sentiment analysis
- multi task
- natural language processing
- multiple tasks
- opinion mining
- information extraction
- multitask learning
- learning tasks
- sentiment classification
- text classification
- gaussian processes
- transfer learning
- learning problems
- sentiment lexicon
- sentiment words
- metric learning
- theoretical analysis
- text mining
- high order
- product reviews
- product features
- neural network
- closed form
- machine learning algorithms
- text categorization
- prior knowledge
- training data
- learning algorithm