DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference.
Jialong WuLinhai ZhangDeyu ZhouGuoqiang XuPublished in: ACL (Findings) (2024)
Keyphrases
- sentiment analysis
- causal inference
- opinion mining
- sentiment lexicon
- sentiment classification
- sentiment words
- text classification
- causal models
- sentence level
- additive noise
- nonmonotonic reasoning
- abductive reasoning
- text mining
- natural language processing
- discrete data
- product reviews
- rare events
- product features
- artificial intelligence
- observational data
- data analysis
- neural network
- cross domain
- text categorization
- databases
- knowledge discovery