- Financial Index Forecasting
- Financial Event Prediction
- Financial Risk Analysis
- Financial Text Mining
- Fraud Detection
- Blockchain
- Multi-modal Earnings Conference Call Datasets
- Pre-trained Word Embedding on Financial Communication Text
- Reuters TRC2 dataset
- Financial Phrase Bank
Financial Index Forecasting (Financial News/Social Media/Professional Documents/Earning Conference Call/10K-10Q Report)
Tasks:
- Classification (Binary/Triple Classification)
- Regression (MSE): Volatility Prediction; Return Prediction
Tasks: Correlation (ACL-19: Financial Analysts Rating-Earning Conference Call)
Groups: Bloomberg; CMU
Tasks: Sentiment Analysis (Binary Classification / Five-class Classification)
Group: Taiwan; Frank Xing; Tie-Yan Liu (Microsoft)
Tasks: Classification (Event Prediction) Sentiment Analysis (Market Sentiment Prediction)
Group: The Reuters, Bloomberg