Yang, Chenyu; Cao, Jing - In: Journal of wine economics 20 (2025) 4, pp. 371-384
This study presents a comparative evaluation of sentiment analysis models applied to a large corpus of expert wine reviews from Wine Spectator, with the goal of classifying reviews into binary sentiment categories based on expert ratings. We assess six models: logistic regression, XGBoost, LSTM,...