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03/07/2022
MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning
The key challenge of zero-shot learning (ZSL) is how to infer the latent...
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04/01/2021
Modular Tree Network for Source Code Representation Learning
Learning representation for source code is a foundation of many program ...
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12/08/2020
Learning to Represent Programs with Heterogeneous Graphs
Program source code contains complex structure information, which can be...
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09/18/2020
Towards Full-line Code Completion with Neural Language Models
A code completion system suggests future code elements to developers giv...
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02/20/2020
Detecting Code Clones with Graph Neural Networkand Flow-Augmented Abstract Syntax Tree
Code clones are semantically similar code fragments pairs that are synta...
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06/11/2018
Navigating with Graph Representations for Fast and Scalable Decoding of Neural Language Models
Neural language models (NLMs) have recently gained a renewed interest by...
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09/15/2017