natural language processing
Học thuậtThân thiện
A computer scientist uses natural language processing to analyze a large text dataset.
Definition
- 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.
A computer scientist uses natural language processing to analyze a large text dataset.
Noun
- the branch of information science that deals with natural language information