Modeling and Output Layers in BiDAF — an Illustrated Guide with Minions
BiDAF is a popular machine learning model for Question and Answering tasks. This article explains…
-
-
DevFest Singapore 2019 Takeaways
Last Saturday, I attended DevFest Singapore 2019 at Google Developer Space. Among the twenty-odd technical…
-
Quick Win from Data – Visualization
During my work, many have asked the following question, in one form or another. “How…
-
AI and Curve Fitting
This article from last year popped up in my newsfeed recently. It contains a discussion…
-
Supporting Our Healthcare Workers and Kidney Disease Patients
AI Singapore and RenalTeam were pleased to be able to share with the public the…
-
Attention Mechanism in Seq2Seq and BiDAF — an Illustrated Guide
Sequence-to-sequence (seq2seq) and Bi-Directional Attention Flow (BiDAF) are influential NLP models. These models make use of…
-
Technical Debt in Building Machine Learning Systems
Developing a machine learning (ML) system is not the same as software engineering, as I…
-
NLP in a Great Hurry
(Abstracted with permission from NLP in a Hurry by Pier Lim.) Here is a collection…
-
-
Software Engineering for Machine Learning : A Case Study
Some take-away points from Microsoft’s paper Microsoft presented this paper at this year’s International Conference…
-
AI Singapore : Past, Present, Future
In our inaugural podcast, I had the opportunity to speak to Laurence, our Director of…
-
The Future of RPA
(By Ken Soh) My take on the future of RPA (robotic process automation) – while…
