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A Guide to Automated Deep/Machine Learning for Natural Language Processing: Text Prediction

Analytics Vidhya

This article was published as a part of the Data Science Blogathon This article starts by discussing the fundamentals of Natural Language Processing (NLP) and later demonstrates using Automated Machine Learning (AutoML) to build models to predict the sentiment of text data. You may be […].

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How to Build a Chatbot using Natural Language Processing?

Analytics Vidhya

In this guide, […] The post How to Build a Chatbot using Natural Language Processing? This beginner’s guide will go over the steps to build a simple chatbot using NLP techniques. appeared first on Analytics Vidhya.

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8 Excellent Pretrained Models to get you Started with Natural Language Processing (NLP)

Analytics Vidhya

Introduction Natural Language Processing (NLP) applications have become ubiquitous these days. The post 8 Excellent Pretrained Models to get you Started with Natural Language Processing (NLP) appeared first on Analytics Vidhya.

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Comprehensive Guide to Text Summarization using Deep Learning in Python

Analytics Vidhya

Introduction “I don’t want a full report, just give me a summary of the results” I have often found myself in this situation – The post Comprehensive Guide to Text Summarization using Deep Learning in Python appeared first on Analytics Vidhya.

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A Comprehensive Guide to Attention Mechanism in Deep Learning for Everyone

Analytics Vidhya

Overview The attention mechanism has changed the way we work with deep learning algorithms Fields like Natural Language Processing (NLP) and even Computer Vision. The post A Comprehensive Guide to Attention Mechanism in Deep Learning for Everyone appeared first on Analytics Vidhya.

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How to Summarize Text with Transformer-based Models?

Analytics Vidhya

Introduction One of the most important tasks in natural language processing is text summarizing, which reduces long texts to brief summaries while maintaining important information.

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Understanding Transformers: A Deep Dive into NLP’s Core Technology

Analytics Vidhya

Introduction Welcome into the world of Transformers, the deep learning model that has transformed Natural Language Processing (NLP) since its debut in 2017. These linguistic marvels, armed with self-attention mechanisms, revolutionize how machines understand language, from translating texts to analyzing sentiments.