2 papers
cs.CE2024
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…
cs.CL2022
Next-Year Bankruptcy Prediction from Textual Data: Benchmark and Baselines
Henri Arno, Klaas Mulier, Joke Baeck +1
Models for bankruptcy prediction are useful in several real-world scenarios, and multiple research contributions have been devoted to the task, based on structured (numerical) as w…