Categorical variables are variables that can take on one of a limited number of values. These variables are commonly...
The NLP Blog
Machine Learning
Different Attention Mechanism In NLP Made Easy
Numerous tasks in natural language processing (NLP) depend heavily on an attention mechanism. When the data is being...
Why And How To Use LSTM In NLP Tasks
With a text classification example using Keras Long Short-Term Memory (LSTM) is a powerful natural language processing...
Understanding How To Structure CNN In NLP
Different types of CNNs explained and when to use them Convolutional Neural Networks (CNN) are a type of deep learning...
Advanced NLP Made Easy – How To Get Started With RNN
Elman RNNs, Long short-term memory (LSTM) networks, Gated recurrent units (GRUs), Bi-directional RNNs and Transformer...
Most Popular Deep Learning For Natural Language Processing
What is deep learning for natural language processing? Deep learning is a part of machine learning based on how the...
How To Implement Abstractive Text Summarization In Python
Abstractive text summarization is a valuable tool in Python when working with large documents or you quickly want to...
Popular Machine Learning And Deep Learning Algorithms For NLP
This list covers the top 7 machine learning algorithms and 8 deep learning algorithms used for NLP. If you are new to...
Reinforcement Learning And Its Application In NLP
This article covers reinforcement learning and its application in natural language processing (NLP). It also covered...