Goto

Collaborating Authors

 text classification project


Learn about conversational artificial intelligence and natural language processing

#artificialintelligence

If you would like to learn artificial intelligence and natural language processing you might be interested to know that NVIDIA has created three introductory courses. To provide developers and those interested an introduction on how to use modern development tools to quickly create conversational artificial intelligent (AI) and natural language processing (NLP), GPU-accelerated applications. "Text classification answers the question: Which category does this bit of text belong in? For example, if you want to know whether a movie review is positive or negative, you can use two categories to build a sentiment analysis project. Take this one step further, and classify sentences or documents by topic using several categories. In both use cases, you start with a pre-trained language model and then "train" a classifier using example classified text to create our text classification project."


Machine Learning Finds "Fake News" with 88% Accuracy

#artificialintelligence

Since the 2016 presidential election, one topic dominating political discourse is the issue of "Fake News". A number of political pundits claim that the rise of significantly biased and/or untrue news influenced the election, though a study by researchers from Stanford and New York University concluded otherwise. Nonetheless, fake news posts have exploited Facebook users' feeds to propagate throughout the internet. Obviously, a deliberately misleading story is "fake news" but lately blathering social media discourse, is changing its definition. Some now use the term to dismiss facts counter to their preferred viewpoints, the most prominent example being President Trump.