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Connecting the Dots Between MLE and RL for Sequence Generation

Crossposted on the Texar blog. Sequence generation is a ubiquitous problem in many applications, such as machine translation, text summarization, image captioning, and so forth. Recently, we...

Introduction to Interpretable Machine Learning

By Seojin Bang We have witnessed the rise of sophisticated, autonomous task-performing systems such as self-driving cars, product recommendations, language translators, and targeted...

Getting to Know Zhiting Hu

Our team at Petuum is made up of incredibly talented people. This series will feature the engineers, managers, and creators that keep our company moving forward and make us proud of the work we do...

Applying Neural Networks to Biomedical Text Mining

Illustration by Chenyu Wang By Devendra Singh Sachan, Pengtao Xie, and Eric Xing Recent years have seen a rapid increase in the number of publications, scientific articles, reports, medical...

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