From Numbers to Words: Multi-Modal Bankruptcy Prediction Using the ECL Dataset

Henri Arno, Klaas Mulier, Joke Baeck +1

In this paper, we present ECL, a novel multi-modal dataset containing the textual and numerical data from corporate 10K filings and associated binary bankruptcy labels. Furthermore…