AI Research Summaries
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Eliminating AI Bias
Evidence of AI Bias The primary purpose of Artificial Intelligence (AI) is to reduce manual labour by using a machine’s ability to…
Knowledge Graphs At EMNLP 2021
I didn’t make it to Punta Cana this year 😢 but I’m happy (remotely) for the folks who managed to get there…
How I Built An AI Text-to-Art Generator
Overview This article is a write-up on how I built Text2Art.com in a week. Text2Art is an AI-powered art generator based on VQGAN+CLIP that…
Construct A Biomedical Knowledge Graph With NLP
I have already demonstrated how to create a knowledge graph out of a Wikipedia page. However, since the post got a lot of…
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Simple Model Stacking, Explained And Automated
An overview of Model Stacking In model stacking, we don’t use one single model to make our predictions — instead, we make…
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A Step-By-Step Guide To Approaching Complex Research Projects
When you look at a championship sports team, it’s easy to attribute the team’s success to the star players. And, while much…
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Can Too Much BERT Be Bad for You?
BERT and GPT-2: we all love language models… I mean, who doesn’t? Language models like BERT and GPT-2 (and GPT-3) have had…
Online Experiments Tricks – Variance Reduction
Why do we need variance reduction? When we do online experiments or A/B testing, we need to ensure our test has high…
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How To Visualize Databases As Network Graphs In Python
At work I recently faced the challenge of having to analyze the data model of an SQL database consisting of more than…
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A Guide To Knowledge Graphs
A consolidation of notes that briefly but gently introduces Knowledge graphs and shines a light on several practical aspects.