(All code, data, results, and a pdf version of this article can be found at the corresponding Github Repository ) Abstract As part of my Bayesian Statistics course at Georgia Tech, I was tasked with performing…
Save the dying gradients!
Tag: NLP
In the first post of this series, I explained my plan and purpose for writing this and subsequent articles. I want to make it simple to start your NLP project from a Proof of Concept…
Being a part-time freelancer gets me a lot of questions from clients who are interested in exploring stuff they hear about from news sources and social media. They usually get the news of a new…
Introduction Oh wow, what a long title that is, I really dislike long titles but I had to fit so many keywords in that title and this is what I got back. And it’s been…
If you google the term “Data augmentation” all of the relevant results will be speaking about data augmentation in computer vision in which you deal with images. But it’s not always the case in data…
Analyzing text creates insights into what’s going on and how your audience are reacting to your posts. Better yet, you can analyze the audience themselves and their interactions with each others! In this post…
Extracting information from free text that is available on the internet is an essential task for many businesses. These include but are not limited to: social media analytics, advertisements, sentiment analysis, question answering, and many…
In the past few years the field of Natural Language Processing has been rigged with new research ideas and new breakthroughs. State of the art scores have been broken on many tasks including Machine Translation,…