Definition

1. Noun:
   • A field of computer science and artificial intelligence: Natural language processing is the interdisciplinary branch of information science concerned with enabling computers to understand, interpret, manipulate, and generate human language in a valuable way.
   • The computational analysis of language: It involves the application of computational techniques to the study and processing of natural language data.

Usage Examples

• Noun:
  • Advances in natural language processing have greatly improved machine translation services.
  • Her research focuses on applying natural language processing to analyze social media sentiment.
  • The chatbot uses sophisticated natural language processing to understand user queries.

Advanced Usage

• "to apply natural language processing": to use NLP techniques for a specific task.
  • The company applied natural language processing to automatically categorize customer support tickets.
• "an NLP model/pipeline": referring to a specific computational model or system designed for language tasks.
  • They developed an NLP pipeline for extracting key information from legal documents.

Variants and Related Words

• NLP (n): A common initialism for "natural language processing."
  • NLP is a rapidly evolving field.
• Computational linguistics (n): A closely related field that uses computer modeling to study language structure and use.
• Text mining (n): The process of deriving high-quality information from text, often using NLP techniques.

Synonyms

• Language technology: A broad term for technologies that process human language.
• Computational linguistics: Often used synonymously, though sometimes with a more theoretical focus.

Related Phrases

• Natural language understanding (NLU): A subfield of NLP focused on machine reading comprehension.
  • Natural language understanding is crucial for building conversational AI.
• Natural language generation (NLG): A subfield of NLP focused on producing meaningful phrases and sentences.
  • The report was automatically created using natural language generation.

Noun

1. the branch of information science that deals with natural language information