A Convolutional Attention Network for Extreme Summarization of - - PowerPoint PPT Presentation

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A Convolutional Attention Network for Extreme Summarization of - - PowerPoint PPT Presentation

Apr 08, 2023 550 likes •914 views

A Convolutional Attention Network for Extreme Summarization of Source Code ATTENTION MECHANISM Attention: Withdrawal from some things in order to deal e ff ectively with others ~William James LIBGDX Cross-platform game and

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A Convolutional Attention Network
 for Extreme Summarization of Source Code

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ATTENTION MECHANISM

➤ “

Attention: Withdrawal from some things in order to deal effectively with others” ~William James

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LIBGDX

➤ Cross-platform game and visualization development

framework

➤ Write code once and use it in multiple platforms ➤ As low level as you want

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GHTORRENT PROJECT

➤ Monitors Github event time lines ➤ Gets the content and their dependencies ➤ Stores raw JSON to MONGODB ➤ Distributed

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POS2VEC

The "Pos2Vec" component is a Deep Belief Network that consists of 4 stacked autoencoders, that are trained layer by layer, unsupervised

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SPEARMINT

Spearmint is a package to perform Bayesian optimization

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➤ Sample weight vectors with the first probability

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THANK YOU

➤ Sources: ➤ Lectures of Andrew NG ➤ Lectures of Geoffry Hinton

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