Natural Language Processing (NLP) is on a mission to bridge the gap between human language and machines. While traditional methods have achieved success in basic NLP tasks, complex aspects of language understanding often prove elusive. This is where Deep Learning steps in, offering a powerful set of tools to tackle these intricate challenges. The Challenge… Continue reading Deep Learning in NLP: Powerful Techniques for Complex Tasks
Tag: Natural language processing
Cognitive Computing
Cognitive computing is a branch of artificial intelligence (AI) that aims to simulate human thought processes in a computerized model. It involves the development of systems that can understand, reason, learn, and interact with humans in natural language. Cognitive computing systems often leverage various AI techniques such as machine learning, natural language processing (NLP), computer… Continue reading Cognitive Computing
Finding Text Similarity using Python
Cosine similarity is a measure of similarity between two non-zero vectors of an inner product space that measures the cosine of the angle between them. Similarity = (A.B) / (||A||.||B||) where A and B are vectors. nltk.tokenize: It is used for tokenization. Tokenization is the process by which big quantity of text is divided into… Continue reading Finding Text Similarity using Python