their business activities. They are relied upon in industry and academia as an integral
component of many types of financial and economic analysis. However, even modern
classification schemes have failed to embrace the era of big data and remain a largely
subjective undertaking prone to inconsistency and misclassification. To address this, we
propose a multimodal neural model for training company embeddings, which harnesses the …