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natural language processing

What is Artificial Intelligence in 2024? Types, Trends, and Future of it?

What is Artificial Intelligence? Artificial Intelligence is defined as the ability of a digital computer or computer-controlled robot to perform tasks commonly associated with intelligent beings. AI is also defined as, A layman with a fleeting understanding of technology would link it to robots. They’d say Artificial Intelligence is a terminator like-figure that can act […]

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ChatGPT

How ChatGPT is taking over the digital world!

Introduction OpenAI’s ChatGPT is a large language model with the capacity to produce writing that resembles that of a human. It was trained on a massive dataset of internet text and is capable of a wide range of natural language processing tasks, such as language translation, text summarization, text generation, and dialogue systems. This blog

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named entity recognition

What is Named Entity Recognition (NER) Applications and Uses?

NER, short for, Named Entity Recognition is a standard Natural Language Processing problem which deals with information extraction. The primary objective is to locate and classify named entities in text into predefined categories such as the names of persons, organizations, locations, events, expressions of times, quantities, monetary values, percentages, etc.  To put it simply, NER

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natural language processing

11 Trending Natural Language Processing Applications in 2023

Businesses need data but unfortunately, the more substantial part of the data, which covers almost 80% of it, is unstructured and inaccessible. This is where Natural Language Processing (NLP) has come in as a situation saver.  Natural Language Processing is an application of artificial intelligence and offers the facility of offering applications to companies that

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bag of words

An Introduction to Bag of Words (BoW) | What is Bag of Words?

Bag of words is a Natural Language Processing technique of text modelling. Through this blog, we will learn more about why Bag of Words is used, we will understand the concept with the help of an example, learn more about it’s implementation in Python, and more. What is Bag of Words in NLP? Why is

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data augmentation

Understanding Data Augmentation | What is Data Augmentation & how it works?

Data Augmentation: Introduction Numerical Data Augmentation Image Augmentation for Computer Vision Applications Adversarial Training based Augmentation GAN based Augmentation Neural Style Transfer based Augmentation Text Augmentation Techniques for Natural Language Processing Contributed by: Arun K LinkedIn Profile: https://www.linkedin.com/in/arunsme/ Introduction to Data Augmentation The prediction accuracy of the Supervised Deep Learning models is largely reliant on

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POS tagging

Part of Speech (POS) tagging with Hidden Markov Model

What is POS tagging? Techniques for POS tagging POS tagging with Hidden Markov Model Optimizing HMM with Viterbi Algorithm  Implementation using Python What is Part of Speech (POS) tagging? Back in elementary school, we have learned the differences between the various parts of speech tags such as nouns, verbs, adjectives, and adverbs. Associating each word

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