Section: IT & Technology · AI/MLDifficulty: Medium

Natural Language Processing

USUK

A branch of AI that enables computers to understand, interpret, and generate human language.

Also: Natural Language Processing

Definition

Natural Language Processing (NLP) is a field of artificial intelligence focused on enabling computers to understand, interpret, and generate human language in a meaningful way. NLP tasks include text classification, sentiment analysis, machine translation, named entity recognition, question answering, and text generation. Modern NLP is dominated by transformer-based models (BERT, GPT) trained on massive text corpora. NLP powers applications like virtual assistants, chatbots, grammar checkers, and machine translation services.

Example

A customer service chatbot uses NLP to understand that 'I want to cancel my subscription' and 'stop charging me' carry the same intent.

Synonyms

  • natural language understanding
  • text AI
  • computational linguistics

Images

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Video

  • machine-learning
  • deep-learning
  • transformer
  • sentiment-analysis

Dictionary Entry

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