What do LLMs Know about Financial Markets? A Case Study on Reddit Market Sentiment Analysis.
Xiang DengVasilisa BashlovkinaFeng HanSimon BaumgartnerMichael BenderskyPublished in: WWW (Companion Volume) (2023)
Keyphrases
- financial markets
- sentiment analysis
- opinion mining
- stock price
- market data
- stock market
- sentiment classification
- portfolio selection
- risk management
- text classification
- sentence level
- technical indicators
- case study
- test bed
- stock returns
- investment strategies
- trading strategies
- historical data
- text mining
- user generated
- natural language processing
- product reviews
- product features
- exchange rate
- databases
- sentiment lexicon
- public opinion
- stock exchange
- trading systems
- text categorization
- decision support system
- information retrieval