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Download Deep Learning On Code With An Unbounded Vocabulary by ['Abdelkrim Kefif'] in PDF format completely FREE. No registration required, no payment needed. Get instant access to this valuable resource on PDFdrive.to!
About Deep Learning On Code With An Unbounded Vocabulary
This document discusses using deep learning models on source code with an unbounded vocabulary. It introduces a graph neural network model that represents new words encountered in code as nodes in a graph, allowing it to reason about words it did not see during training. Prior work on representing code as abstract syntax trees and handling out-of-vocabulary words is also summarized. The proposed model parses code into a graph by adding semantic edges to the abstract syntax tree and processing it with a graph neural network.
Detailed Information
| Author: | ['Abdelkrim Kefif'] |
|---|---|
| Publication Year: | 2021 |
| Pages: | 11 |
| Language: | English |
| Format: | |
| Price: | FREE |
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