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Intent Classification with Convolutional Neural Networks

Analytics Vidhya

It is an integral tool in Natural Language Processing (NLP) used for varied tasks like spam and non-spam email classification, sentiment analysis of movie reviews, detection of hate speech in social […]. The post Intent Classification with Convolutional Neural Networks appeared first on Analytics Vidhya.

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Liquid Neural Networks: Definition, Applications, & Challenges

Unite.AI

A neural network (NN) is a machine learning algorithm that imitates the human brain's structure and operational capabilities to recognize patterns from training data. Despite being a powerful AI tool, neural networks have certain limitations, such as: They require a substantial amount of labeled training data.

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Why is Sigmoid Function Important in Artificial Neural Networks?

Analytics Vidhya

Introduction The sigmoid function is a fundamental component of artificial neural networks and is crucial in many machine-learning applications. The sigmoid function is a mathematical function that maps […] The post Why is Sigmoid Function Important in Artificial Neural Networks?

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Transfer Learning for NLP: Fine-Tuning BERT for Text Classification

Analytics Vidhya

Introduction With the advancement in deep learning, neural network architectures like recurrent neural networks (RNN and LSTM) and convolutional neural networks (CNN) have shown. The post Transfer Learning for NLP: Fine-Tuning BERT for Text Classification appeared first on Analytics Vidhya.

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Disaster Tweet Classification using BERT & Neural Network

Analytics Vidhya

In this article, we are going to use BERT along with a neural […]. The post Disaster Tweet Classification using BERT & Neural Network appeared first on Analytics Vidhya. From chatbot systems to movies recommendations to sentence completion, text classification finds its applications in one form or the other.

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Convolutional Neural Network: An Overview

Analytics Vidhya

Let’s start by familiarizing ourselves with the meaning of CNN (Convolutional Neural Network) along with its significance and the concept of convolution. What is Convolutional Neural Network? Convolutional Neural Network is a specialized neural network designed for visual […].

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Decoding the Best Papers from ICLR 2019 – Neural Networks are Here to Rule

Analytics Vidhya

The post Decoding the Best Papers from ICLR 2019 – Neural Networks are Here to Rule appeared first on Analytics Vidhya. Introduction I love reading and decoding machine learning research papers. There is so much incredible information to parse through – a goldmine for us.