Paul Barba explains the role of machine learning and AI in natural language processing, how to apply machine learning to solve problems in natural language processing and text analytics, and why a hybrid ML-NLP approach is best.
Hyperparameter optimization is akin to a secret ingredient in Willy Wonka’s Chocolate Factory. And, much like Arthur Slugworth, there are nefarious entities afoot in the machine learning community. In this article, Chief Scientist Paul Barba goes over the ins and outs of hyperparameter theft!
Tokenization plays an important role in key text analytics features, like entity and theme extraction. Whether you’re building or buying, you’ve gotta know tokenization. In this two minute article, our Chief Scientist, Paul, lays out the fundamentals.
We ran a sentiment analysis on a database of nearly 145,000 song lyrics ranging from the 1940s to early 2000s. Our AI powered sentiment analysis engine, Salience, uncovered some pretty interesting insights…