Natural Language Processing in Big Data
NATURAL LANGUAGE PROCESSING
- Farsana P
- 17 September 2019
Natural language processing (NLP) is the ability of a computer program to understand human language as it is spoken. NLP is a component of artificial intelligence (AI), describes the interaction between human language and computers. It's a technology that many people use daily and has been around for years, but is often taken for granted. A few examples of NLP that people use every day are: Spell check. Natural Language Processing, or NLP, is the sub-field of AI that is focused on enabling computers to understand and process human languages. Text Analytics, also known as text mining, is the process of examining large collections of written resources to generate new information, and to transform the unstructured text into structured data for use in further analysis.
The natural-language interface gives rise to technology used for many different applications. Some of the main uses are: Dictation, is the most common use for automated speech recognition (ASR) systems today. This includes medical transcriptions, legal and business dictation, and general word processing. NLP is a field in machine learning with the ability of a computer to understand, analyze, manipulate, and potentially generate human language. Information Retrieval (Google finds relevant and similar results). Natural Language Generation (Generation of text from image or video data.)
The Natural language query is the A query expressed by typing English, French or any other spoken language in a normal manner. In order to allow for spoken queries, both a voice recognition system and natural language query software are required.
Natural language interaction technology takes natural language processing (NLP) and natural language understanding (NLU) to the next level. It allows enterprises to create advanced dialogue systems that utilise memory, personal preferences and contextual understanding to deliver a proactive natural language interface. Natural learning Processing is the By Jason Brownlee on September 22, 2017 Deep Learning for Natural Language Processing. Natural Language Processing, or NLP for short, is broadly defined as the automatic manipulation of natural language, like speech and text, by software.