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.
The Blog.
BERT Explained: Next-Level Natural Language Processing
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BERT is the latest and greatest in Natural Language Processing technology. Our VP of Marketing, Andrea Kulkarni, stops by the blog to explain what it is and how it impacts Lexalytics.
Bias in AI and Machine Learning: Sources and Solutions
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Bias in AI causes machine learning-based systems to discriminate against particular groups. We investigated why AI bias occurs, and how to fight back.
Machine Learning Micromodels: More Data is Not Always Better
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Machine learning micromodels reduce the challenges of sourcing and annotating data while delivering better precision and accuracy than macromodels.
AI Maintenance is Critical
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Getting an AI system up and running is only half the battle. In this feature on KDnuggets, Paul Barba explains why AI requires maintenance to succeed.
AI Automation Armageddon: Fact or Fiction?
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Job losses to AI automation may be as high as 47 percent, some analysts predict. But how accurate are these warnings? Let’s look at the data.
Artificial Intelligence for Disaster Relief: A Primer
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Artificial intelligence and machine learning can help to improve disaster relief programs by quickly processing large volumes of complex, fragmented data.
Are We in an AI Hype Bubble? Not Necessarily
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It could be 20 or 30 years before AI matches humans, researchers now say. But VC firms are still investing billions. Are we in an AI hype bubble?
How to Choose an AI Vendor: 4 Questions to Answer
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Choosing an AI vendor? Don’t get burned by half-baked AI tools that can’t deliver real ROI. Use these 4 questions to guide your search.
Artificial Turkey Intelligence – How Smart Are They?
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How smart are turkeys? Smarter than you’d think. This Thanksgiving, let’s talk artificial intelligence, turkeys, and artificial turkey intelligence.
The Spooky Specter of AI Automation
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AI automation is a super spooky subject these days. Should you be scared? Here are 3 perspectives on how AI automation will impact jobs and the economy.
Artificial Intelligence Will Double Economic Growth: Here’s How
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Many economists predict that artificial intelligence will drive huge economic growth. How will this occur? Let’s explore AI’s impact on the economy.