AIFounded | Jiwoong Im

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02 Jul Recent Evolution of QA Datasets and Going Forward

Posted at 02:41h in AIFounded by Jiwoong Im

Even from the early 1960s, scientists have worked on using computers to answer textual questions - yet it is still in progress. In 2011, IBM’s Watson - a Question Answering (QA) computer system capable of answering questions posed in natural language - entered the quiz show...

10 Jan Exploring Deep Neural Network Loss Surfaces

Posted at 19:47h in Machine Learning by Jiwoong Im

Understanding the loss surface of your objective function is the one of the most essential and fundamental concepts in machine learning. Knowing the kind of loss surface we are dealing with can tremendously help us design and train our models. This is because the ability...