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Code Summarization

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Showing 51–100 of 163 papers

TitleStatusHype
Project-Level Encoding for Neural Source Code Summarization of SubroutinesCode0
Exploring Data Augmentation for Code Generation TasksCode0
Integrating Tree Path in Transformer for Code RepresentationCode0
Code to Comment Translation: A Comparative Study on Model Effectiveness & ErrorsCode0
Automating Code-Related Tasks Through Transformers: The Impact of Pre-trainingCode0
CSA-Trans: Code Structure Aware Transformer for ASTCode0
Variational Prefix Tuning for Diverse and Accurate Code Summarization Using Pre-trained Language ModelsCode0
An Extractive-and-Abstractive Framework for Source Code SummarizationCode0
Better Language Models of Code through Self-ImprovementCode0
Understanding Code Semantics: An Evaluation of Transformer Models in SummarizationCode0
Distilled GPT for Source Code SummarizationCode0
Analyzing the Performance of Large Language Models on Code SummarizationCode0
Boosting Code Summarization by Embedding Code StructuresCode0
Breaking the Silence: the Threats of Using LLMs in Software EngineeringCode0
Revisiting File Context for Source Code SummarizationCode0
A Neural Network Architecture for Program Understanding Inspired by Human BehaviorsCode0
Leveraging Unsupervised Learning to Summarize APIs Discussed in Stack OverflowCode0
Empirical Studies of Parameter Efficient Methods for Large Language Models of Code and Knowledge Transfer to RCode0
Semantic Similarity Loss for Neural Source Code SummarizationCode0
Extreme Multi-Domain, Multi-Task Learning With Unified Text-to-Text Transfer TransformersCode0
CodeT5+: Open Code Large Language Models for Code Understanding and GenerationCode0
Can Neural Networks Understand Programs like Humans?Code0
CLAWSAT: Towards Both Robust and Accurate Code ModelsCode0
Tram: A Token-level Retrieval-augmented Mechanism for Source Code SummarizationCode0
Model Editing for LLMs4Code: How Far are We?Code0
Modeling Hierarchical Syntax Structure with Triplet Position for Source Code SummarizationCode0
Automatic Source Code Summarization with Extended Tree-LSTMCode0
code2seq: Generating Sequences from Structured Representations of CodeCode0
TransCoder: Towards Unified Transferable Code Representation Learning Inspired by Human SkillsCode0
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
What Do They Capture? -- A Structural Analysis of Pre-Trained Language Models for Source Code—0
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
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