BERT-based Financial Sentiment Index and LSTM-based Stock Return Predictability

Joshua Zoen Git Hiew, Xin Huang, Hao Mou +3

Traditional sentiment construction in finance relies heavily on the dictionary-based approach, with a few exceptions using simple machine learning techniques such as Naive Bayes cl…