An Illustrated Guide to Graph Neural Networks

A breakdown of the inner workings of GNNs…

NLP Year in Review — 2019

NLP highlights for the year 2019.

SentenceBERT — Semantically meaningful sentence embeddings the right way

My Recommendations to Learn Mathematics for Machine Learning

Here is a compilation of books, videos…

Longformer — The Long-Document Transformer 📝

Processing longer forms of text with BERT-like models require us to rethink the…

My Recommendations to Learn Machine Learning in Production

Here is a compilation of books, courses…

The Lottery Ticket Hypothesis

When randomness works in our favour

Poor Man’s BERT — Why Pruning is Better than Knowledge Distillation ✂️

Exploring the simple approach…

TinyBERT — Size does matter, but how you train it can be more important 🐣