Financial analysis depends on accurate financial data, and these data are often distributed via PDF and other "natural document" formats. While these formats are optimized for easy human comprehension, automatically extracting the data can be quite challenging. In this talk, we'll describe our work using a deep learning pipeline to extract data from tables and charts in PDF documents. We'll also show some of our latest research, inspired by image captioning models, for going directly from images of tables to a markup language (LaTeX) representation.
Back To Speakers