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Developed by Meta, PyTorch is a popular machine learning library that helps develop and train neural networks.
This week we'll explore sequence-to-sequence models in natural language processing (NLP), beginning with recurrent neural network (RNN)-based architectures and the introduction of attention mechanisms ...
To investigate, the researchers recorded neural activity in the inferior frontal gyrus—a region known for language processing—of participants as they listened to a 30-minute podcast.
Researchers have isolated neural activity that reflects basic mechanisms used by the brain to combine elementary pieces of language in order to construct complex ideas.
Microsoft Research data scientist Dr. James McCaffrey explains what neural network Glorot initialization is and why it's the default technique for weight initialization.
Natural language processing is a branch of AI that enables computers to understand, process, and generate language just as people do — and its use in business is rapidly growing.
With AI dominating headlines, we hear a lot about neural networks and natural language processing. But what are they and why do they matter to us and Microsoft?
Neural language processing makes Alexa talk and Watson work. But what exactly is it, and what else can we do with it? Read part three of our AI guide.