Preprint Open access
Distributional sentiment modeling and anomaly detection for consumer complaint assessment
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 polarity label or a single predictive feature, overlooking the distributional structure of sentiment intensity in consumer complaint narrat …