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Code Summarization

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Showing 101–150 of 163 papers

TitleStatusHype
Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy—0
MALSIGHT: Exploring Malicious Source Code and Benign Pseudocode for Iterative Binary Malware Summarization—0
Meta Learning for Code Summarization—0
Meta Learning for Code Summarization—0
Modeling Hierarchical Syntax Structure with Triplet Position for Source Code Summarization—0
Multilingual training for Software Engineering—0
Natural Language Generation and Understanding of Big Code for AI-Assisted Programming: A Review—0
Novel Natural Language Summarization of Program Code via Leveraging Multiple Input Representations—0
On the Compression of Language Models for Code: An Empirical Study on CodeBERT—0
On the Transferability of Pre-trained Language Models for Low-Resource Programming Languages—0
On Training a Neural Network to Explain Binaries—0
Read between the lines -- Functionality Extraction From READMEs—0
Rethinking the effects of data contamination in Code Intelligence—0
Retrieval-based Layer-wise Adaptive Transformer for Source Code Summarization—0
Should Code Models Learn Pedagogically? A Preliminary Evaluation of Curriculum Learning for Real-World Software Engineering Tasks—0
Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages—0
TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning—0
Towards Code Summarization of APIs Based on Unofficial Documentation Using NLP Techniques—0
Towards Modeling Human Attention from Eye Movements for Neural Source Code Summarization—0
Transfer Attacks and Defenses for Large Language Models on Coding Tasks—0
Modeling Hierarchical Syntax Structure with Triplet Position for Source Code SummarizationCode0
Understanding Code Semantics: An Evaluation of Transformer Models in SummarizationCode0
Automatic Source Code Summarization with Extended Tree-LSTMCode0
A Neural Network Architecture for Program Understanding Inspired by Human BehaviorsCode0
Neural Code SummarizationCode0
CoDesc: A Large Code-Description Parallel DatasetCode0
Code Generation as a Dual Task of Code SummarizationCode0
Autoencoders as Tools for Program SynthesisCode0
GraphCodeBERT: Pre-training Code Representations with Data FlowCode0
EyeTrans: Merging Human and Machine Attention for Neural Code SummarizationCode0
code2seq: Generating Sequences from Structured Representations of CodeCode0
Extreme Multi-Domain, Multi-Task Learning With Unified Text-to-Text Transfer TransformersCode0
HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter NotebooksCode0
Variational Prefix Tuning for Diverse and Accurate Code Summarization Using Pre-trained Language ModelsCode0
How to Select Pre-Trained Code Models for Reuse? A Learning PerspectiveCode0
What Do They Capture? -- A Structural Analysis of Pre-Trained Language Models for Source CodeCode0
Exploring Data Augmentation for Code Generation TasksCode0
Improving Automatic Source Code Summarization via Deep Reinforcement LearningCode0
Empirical Studies of Parameter Efficient Methods for Large Language Models of Code and Knowledge Transfer to RCode0
Tram: A Token-level Retrieval-augmented Mechanism for Source Code SummarizationCode0
Integrating Tree Path in Transformer for Code RepresentationCode0
Distilled GPT for Source Code SummarizationCode0
Project-Level Encoding for Neural Source Code Summarization of SubroutinesCode0
TransCoder: Towards Unified Transferable Code Representation Learning Inspired by Human SkillsCode0
CSA-Trans: Code Structure Aware Transformer for ASTCode0
CLAWSAT: Towards Both Robust and Accurate Code ModelsCode0
Transducer Tuning: Efficient Model Adaptation for Software Tasks Using Code Property GraphsCode0
Can Neural Networks Understand Programs like Humans?Code0
Analyzing the Performance of Large Language Models on Code SummarizationCode0
Revisiting File Context for Source Code SummarizationCode0
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