Tag Archives: Convolutional Neural Networks

Named-Entity Recognition using Deep Learning

NAMED ENTITY RECOGNITION In Natural Language Processing, named-entity recognition is a task of information extraction that seeks to locate and classify elements in text into pre-defined categories. The following graph is stolen from Maluuba Website, it perfectly demonstrates what does NER do.  

Posted in Machine Learning, NLP | Also tagged , , , , | 4 Responses

Convolutional Neural Networks II

Since the last CNN post, I was working on a new version of CNN, which support multi-layers Conv and Pooling process, I’d like to share some experience here. VECTOR VS HASH TABLE You can see in the last post, I used vector of Mat in convolution steps, it works well when we only have one […]

Posted in Algorithm, Machine Learning, OpenCV | Also tagged , , | 63 Responses