Transformer-based Summarization and Sentiment Analysis of SEC 10-K Annual Reports for Company Performance Prediction.
Hsin-Ting HsiehDiana HristovaPublished in: HICSS (2022)
Keyphrases
- sentiment analysis
- opinion mining
- sentiment classification
- text classification
- sentence level
- prediction accuracy
- multi aspect
- rating prediction
- natural language processing
- text mining
- online reviews
- product reviews
- sentiment lexicon
- databases
- collective classification
- public opinion
- product features
- cross domain
- data analysis
- neural network