Distributional sentiment modeling and anomaly detection for consumer complaint assessment

Peiheng Gao, Chen Yang, Shimin Zhang

Sentiment analysis is a common tool for converting unstructured text into quantitative signals in finance and risk management. Yet most applications reduce the output to a discrete…