Deep Learning for NLP: An Overview of Recent Trends

A Simple Neural Network from Scratch with PyTorch and Google Colab

An Illustrated Guide to Graph Neural Networks

A breakdown of the inner workings of GNNs…

Building RNNs is Fun with PyTorch and Google Colab

Detecting Sarcasm with Deep Convolutional Neural Networks

Overview
This paper addresses a key NLP problem known as sarcasm detection using a combination of models based on convolutional neural networks (CNNs). Detection of sarcasm is important in other areas such as affective computing…

NLP Year in Review — 2019

NLP highlights for the year 2019.

XLNet outperforms BERT on several NLP Tasks

XLNet is a new pretraining method for NLP that achieves…

SentenceBERT — Semantically meaningful sentence embeddings the right way

My Recommendations to Learn Mathematics for Machine Learning

Here is a compilation of books, videos…

PyTorch 1.2 Quickstart with Google Colab

In this tutorial, we will learn how to quickly train a deep…