Browsing Tag

natural language

Deep Learning Research Review: Natural Language Processing

Since deep learning loves math, we’re going to represent each word as a d-dimensional vector.Extracting the rows from this matrix can give us a simple initialization of our word vectors.The above cost function is basically saying that we’re going to add the log probabilities of ‘I’ and ‘love’ as well as ‘NLP’ and ‘love’ (where ‘love’ is the center…
Read More...

Machines That Learn

Convolutional Neural Network (CNN): This type of neural network is very good at image recognition. Deep learning is machine learning, but instead of looking for simple patterns, it is able to look for patterns-of-patterns, or…