Knowledge Graph — Coursera Notes › Academic disciplines › Computer Science / Information Technology › Artificial Intelligence
Natural Language Processing (NLP)
concept · part of Artificial Intelligence
The process of understanding the meaning behind human language.
Key resources include Goldberg's 'Neural Network Methods for NLP' and Vasiliev's 'Natural Language Processing with Python and spaCy'. Techniques include word embeddings, recurrent networks, and transformers. NLP is used in applications like translation, sentiment analysis, and chatbots.
Inside Natural Language Processing (NLP) (2)
- Real-time translation — A service that translates text from one language to another in real time.
- Sentiment analysis — Classifies text as positive, negative, neutral, or mixed based on its content.
Connections
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