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Code Summarization

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Showing 51–100 of 163 papers

TitleStatusHype
Integrating Tree Path in Transformer for Code RepresentationCode0
Compositionality-Aware Graph2Seq LearningCode0
Automatic Source Code Summarization with Extended Tree-LSTMCode0
CSA-Trans: Code Structure Aware Transformer for ASTCode0
Automating Code-Related Tasks Through Transformers: The Impact of Pre-trainingCode0
An Extractive-and-Abstractive Framework for Source Code SummarizationCode0
Better Language Models of Code through Self-ImprovementCode0
Distilled GPT for Source Code SummarizationCode0
Leveraging Unsupervised Learning to Summarize APIs Discussed in Stack OverflowCode0
Boosting Code Summarization by Embedding Code StructuresCode0
Breaking the Silence: the Threats of Using LLMs in Software EngineeringCode0
Empirical Studies of Parameter Efficient Methods for Large Language Models of Code and Knowledge Transfer to RCode0
Model Editing for LLMs4Code: How Far are We?Code0
Modeling Hierarchical Syntax Structure with Triplet Position for Source Code SummarizationCode0
A Neural Network Architecture for Program Understanding Inspired by Human BehaviorsCode0
Can Neural Networks Understand Programs like Humans?Code0
Neural Code SummarizationCode0
CLAWSAT: Towards Both Robust and Accurate Code ModelsCode0
code2seq: Generating Sequences from Structured Representations of CodeCode0
Project-Level Encoding for Neural Source Code Summarization of SubroutinesCode0
Code Generation as a Dual Task of Code SummarizationCode0
Revisiting File Context for Source Code SummarizationCode0
Semantic Similarity Loss for Neural Source Code SummarizationCode0
Exploring Data Augmentation for Code Generation TasksCode0
Statement-based Memory for Neural Source Code SummarizationCode0
Studying Vulnerable Code Entities in RCode0
CoDesc: A Large Code-Description Parallel DatasetCode0
Autoencoders as Tools for Program SynthesisCode0
Extreme Multi-Domain, Multi-Task Learning With Unified Text-to-Text Transfer TransformersCode0
EyeTrans: Merging Human and Machine Attention for Neural Code SummarizationCode0
Tram: A Token-level Retrieval-augmented Mechanism for Source Code SummarizationCode0
TransCoder: Towards Unified Transferable Code Representation Learning Inspired by Human SkillsCode0
Transducer Tuning: Efficient Model Adaptation for Software Tasks Using Code Property GraphsCode0
GeoCode-GPT: A Large Language Model for Geospatial Code Generation Tasks—0
Analysis of Student-LLM Interaction in a Software Engineering Project—0
Analysis on LLMs Performance for Code Summarization—0
An Assessment of ChatGPT on Log Data—0
An Empirical Study on Capability of Large Language Models in Understanding Code Semantics—0
An Exploratory Study on Code Attention in BERT—0
An LLM-as-Judge Metric for Bridging the Gap with Human Evaluation in SE Tasks—0
AST-MHSA : Code Summarization using Multi-Head Self-Attention—0
A Structural Transformer with Relative Positions in Trees for Code-to-Sequence Tasks—0
AST-Transformer: Encoding Abstract Syntax Trees Efficiently for Code Summarization—0
A Survey on Pretrained Language Models for Neural Code Intelligence—0
Automatic Code Summarization via ChatGPT: How Far Are We?—0
Automatic Source Code Summarization via Reinforcement Learning—0
Benchmarking Causal Study to Interpret Large Language Models for Source Code—0
Can Large Language Models Understand Intermediate Representations?—0
Can LLMs Replace Human Evaluators? An Empirical Study of LLM-as-a-Judge in Software Engineering—0
Code-Craft: Hierarchical Graph-Based Code Summarization for Enhanced Context Retrieval—0
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