Imagine trying to identify innovation in the market from the billions of gigabytes of data created globally every day. A significant portion of this data consists of unstructured text from blog posts and news articles, tweets, social media, and medical and administrative reports. Automating the process of extracting useful information from unstructured data has been a challenge because this text data often contains nuances that humans clearly understand but are difficult for machines to process.