Natural Language Processing (NLP) is a branch of artificial intelligence that aids computer systems in understanding, deciphering, and manipulating human language. NLP draws from various disciplines, such as computer science and computational linguistics, in its quest to bridge the gap between human verbal communication and computer comprehension. NLP is generally portrayed as the mechanized control of natural language, similar to discourse and text, through programming. NLP is essentially the ability of a computer application to recognize human language, both spoken and written, referred to as natural language. Moreover, it is a component of artificial intelligence (AI). So, here we discuss some Natural Language Processing Techniques.
Natural language processing helps computer systems talk with human beings in their very own language and scales different language-related tasks. Additionally, NLP makes it possible for computer frameworks to examine text, hear discourse, decipher it, measure opinion and choose what parts are significant. Human language is astoundingly confounded and different. We specific ourselves in countless ways, each verbally and in writing. Not solely are there thousands of languages and dialects. However within every language is a special set of grammar and syntax rules, phrases and slang. When we write, we regularly misspell or abbreviate words, or miss punctuation. When we speak, we have regional accents, and we mumble, stutter and borrow phrases from different languages.
How does NLP work?
NLP permits computer systems to recognize herbal language as people do. Regardless of whether the language is spoken or composed, home grown language preparing utilizes engineered ability to take certifiable information, way it, and create insight of it in a way a computer can comprehend. Just as human beings have extraordinary sensors such as ears to hear and eyes to see computer systems have packages to examine and microphones to acquire audio. And simply as people have a Genius to procedure that input, therefore computer systems have a software to system their respective inputs. At some factor in processing, the enter is transformed to code that the computer can understand.
NLP main types/techniques
- Named Entity Recognition
- Sentiment Analysis
- Text Summarization
- Aspect Mining
- Topic Modeling
- Machine Translation
Natural Language Processing Techniques