Natural Language Processing
Category
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Definition
Natural Language Processing (NLP) is a branch of artificial intelligence that focuses on enabling computers to understand, interpret, and generate human language in a meaningful and useful way.
Core NLP tasks include:
- Text Analysis: Tokenization, part-of-speech tagging, parsing
- Language Understanding: Sentiment analysis, intent recognition, entity extraction
- Language Generation: Text summarization, translation, content creation
- Conversational AI: Chatbots, virtual assistants, dialogue systems
- Information Extraction: Named entity recognition, relationship extraction
Modern NLP leverages deep learning techniques, particularly transformer architectures like BERT and GPT, to achieve human-level performance on many language tasks. Applications include machine translation, search engines, content moderation, and automated customer service.
tl;dr
AI field focused on enabling computers to understand, interpret, and generate human language.