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Code Summarization

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Showing 126–150 of 163 papers

TitleStatusHype
Compositionality-Aware Graph2Seq LearningCode0
Meta Learning for Code Summarization—0
Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages—0
Code Summarization: Do Transformers Really Understand Code?—0
Multilingual training for Software Engineering—0
AST-Transformer: Encoding Abstract Syntax Trees Efficiently for Code Summarization—0
Integrating Tree Path in Transformer for Code RepresentationCode0
Leveraging Unsupervised Learning to Summarize APIs Discussed in Stack OverflowCode0
Modeling Hierarchical Syntax Structure with Triplet Position for Source Code SummarizationCode0
Meta Learning for Code Summarization—0
Retrieval-based Layer-wise Adaptive Transformer for Source Code Summarization—0
Can Neural Networks Understand Programs like Humans?Code0
Code Representation Learning with Prüfer Sequences—0
Novel Natural Language Summarization of Program Code via Leveraging Multiple Input Representations—0
Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy—0
Autoencoders as Tools for Program SynthesisCode0
Learning Sequential and Structural Information for Source Code Summarization—0
Cross-Lingual Transfer Learning for Statistical Type Inference—0
Code to Comment Translation: A Comparative Study on Model Effectiveness & ErrorsCode0
CoDesc: A Large Code-Description Parallel DatasetCode0
Code Structure Guided Transformer for Source Code Summarization—0
HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter NotebooksCode0
Project-Level Encoding for Neural Source Code Summarization of SubroutinesCode0
Exploiting Method Names to Improve Code Summarization: A Deliberation Multi-Task Learning Approach—0
Neural Code SummarizationCode0
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