Natural Language Processing (NLP) is a field of artificial intelligence that focuses on the interaction between computers and humans through natural language. It involves the ability of machines to understand, interpret, and generate human language. This technology has a wide range of applications, from chatbots and virtual assistants to language translation and sentiment analysis.
Applications of NLP
- Text Analysis: Understanding the meaning and sentiment behind written text.
- Speech Recognition: Converting spoken words into written text.
- Machine Translation: Translating text from one language to another.
- Sentiment Analysis: Determining the sentiment of a piece of text, such as whether it's positive, negative, or neutral.
Key Technologies in NLP
- Tokenization: Breaking text into individual words or tokens.
- Part-of-Speech Tagging: Identifying the parts of speech for each word in a sentence.
- Named Entity Recognition: Identifying and categorizing entities in text, such as people, organizations, and locations.
- Dependency Parsing: Understanding the grammatical relationships between words in a sentence.
Resources
For more information on NLP, you can check out our comprehensive guide on Natural Language Processing.
NLP Technology