The Blog.

Research: Context

Our Chief Scientist, Paul Barba, introduces a paper from his fellow Lexalytics researchers. The subject matter details how machines might be taught to understand context within natural language.

Hyperparameter Theft!

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 in Two Minutes

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.

The First Meme War

With the influx of fake news, tech companies are beginning to ponder their role in finding a solution. Is text analytics the answer?

Summarization in Under 2 Minutes

Summarization is a lesser known solution provided by text analytics. In this post our Chief Scientist, Paul Barba, breaks down exactly what summarization is and how it works in 1 minute.

Categorization in 2 Minutes

Our Chief Scientist Paul Barba continues to break down complex text analytics concepts in the amount of time it takes to brew a coffee. This time he explores categorization.

Machine Learning in 5 Minutes

There’s a famous quote, supposedly from Bill Gates, that goes “A breakthrough in machine learning would be worth ten Microsofts.” In the next 5 minutes you’ll understand exactly what machine learning is and what it can do and why everyone is excited about it.

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