Natural Language Processing
Technology that helps computers understand, interpret, and manipulate human language.
In Simple Terms
It's like having a translator who not only knows the words but also understands jokes, sarcasm, and context. NLP helps computers understand that "I'm feeling blue" doesn't mean you turned into a Smurf.
Detailed Explanation
Natural Language Processing (NLP) is a branch of AI that gives machines the ability to read, understand, and derive meaning from human languages. NLP combines computational linguistics with statistical, machine learning, and deep learning models. Applications include chatbots, sentiment analysis, language translation, and voice assistants like Siri and Alexa.
Related Terms
RAG
Retrieval-Augmented Generation combines AI models with external knowledge retrieval for accurate responses.
Read moreDeep Learning
Deep learning is machine learning using neural networks with many layers. Depth allows models to learn hierarchical representations and has driven breakthroughs in vision, language, and other domains.
Read moreSentiment Analysis
Sentiment analysis is the use of NLP and often ML to detect the emotional tone or opinion in text (e.g., positive, negative, neutral). It is used in feedback, social listening, and customer insight.
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