Natural Language Processing

Natural Language Processing

Discover Natural Language Processing (NLP), a crucial technology that enables computers to comprehend and interact with human language.

What is NLP?
It is a machine learning technology that gives computers the ability to interpret, manipulate, and comprehend human language. Data acts as a fuel for it.

In simpler terms NLP is a tool through which we teach the computer to understand how we humans talk and speak to us in our language as we all know Computer talks in languages of 0 and 1 i.e. Binary.

In contemporary times, organizations possess copious amounts of user data, serving as the cornerstone for Natural Language Processing (NLP) systems to proficiently field human inquiries and deliver responses.

Importance
NLP plays a ubiquitous role in our daily lives, often operating in the background without our explicit awareness. Our smartphones' virtual assistants like Gemini (formerly Google Assistant), Siri, Alexa, and others rely on NLP to execute tasks seamlessly. Its application spans across diverse domains, with chatbots integrated into the majority of websites to assist users effectively—much like the functionality you're experiencing right now.

How does it work

Since we make computer learn our language, similarly NLP transforms the text to which the computer can understand in order to give the correct output. Then the machines store this data and the output (if correct) in their database. The more data in the database the more accurate the answers will be which will eventually make our lives easier. In this process there are 3 main steps

[if !supportLists]1. [endif]Converting the words to their base form

[if !supportLists]2. [endif]Breaking the sentence in small fragments

[if !supportLists]3. [endif]Removing the words which don’t have meaning in the sentence such as the, a, an, etc

In conclusion, NLP has become an indispensable tool in modern society, seamlessly integrating into our daily lives through virtual assistants and chatbots. Its widespread application underscores its significance across various fields, promising continued innovation and enhancement in human-computer interaction.

By Saumya Sura