Company vectors

Learning high dimensional company representations

In this post I introduce the _Company Vector_, a distributed representation of a company's core business activities. Company vectors are learned from business descriptions found in public SEC 10-K filings using an unsupervised learning algorithm called the _Paragraph Vector_. The learned vectors can be used to compare companies to each... [Read More]

Tags: machine learning deep learning transfer learning word vectors paragraph vectors representations NLP SIC