Unveiling the Potential of Sentiment: Can Large Language Models Predict Chinese Stock Price Movements?
Haohan ZhangFengrui HuaChengjin XuJian GuoHao KongRuiting ZuoPublished in: CoRR (2023)
Keyphrases
- language model
- stock price
- language modeling
- chinese stock market
- stock market
- n gram
- document retrieval
- information retrieval
- probabilistic model
- speech recognition
- test collection
- language modelling
- document level
- sentiment analysis
- non stationary
- query expansion
- stock exchange
- statistical language models
- retrieval model
- stock price prediction
- financial data
- smoothing methods
- language models for information retrieval
- financial markets
- document ranking
- word segmentation
- relevance model
- query terms
- stock returns
- pseudo relevance feedback
- news articles
- sentiment classification
- text summarization
- context sensitive
- sentence level
- statistical language modeling
- image classification