Deep code comment generation

Xing Hu, Ge Li, Xin Xia, +2

Artificial IntelligenceSoftware MaintenanceEngineeringSoftware EngineeringSource Code Analysis +17

CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation

Shuai Lu, Daya Guo, Shuo Ren, +19

arXiv (Cornell University)

Llm Fine-tuningEngineeringMachine LearningSoftware EngineeringSource Code Analysis +17

Convolutional Neural Networks over Tree Structures for Programming Language Processing

Lili Mou, Ge Li, Lu Zhang, +2

arXiv (Cornell University)

Generic ArchitectureSyntactic ParsingEngineeringSoftware AnalysisCorpus Linguistics +21

Deep code comment generation with hybrid lexical and syntactical information

Xing Hu, Ge Li, Xin Xia, +2

Empirical Software Engineering

Natural Language ProcessingSyntactic ParsingSyntaxEngineeringProgram Analysis +11

Detecting Code Clones with Graph Neural Network and Flow-Augmented Abstract Syntax Tree

Wenhan Wang, Ge Li, Bo Ma, +2

EngineeringVerificationSoftware EngineeringSource Code AnalysisSoftware Analysis +18

Multi-task learning based pre-trained language model for code completion

Fang Liu, Ge Li, Yunfei Zhao, +1

Llm Fine-tuningEngineeringMachine LearningSoftware EngineeringMultilingual Pretraining +16

Self-Collaboration Code Generation via ChatGPT

Yihong Dong, Xue Jiang, Zhi Jin, +1

ACM Transactions on Software Engineering and Methodology

EngineeringSoftware SystemsSoftware EngineeringCommunicationSoftware Analysis +18

Neural Detection of Semantic Code Clones Via Tree-Based Convolution

Hao Yu, Wing Lam, Long Chen, +3

EngineeringMachine LearningSource Code AnalysisMultilingual PretrainingSoftware Analysis +14

Large Language Models are Few-Shot Summarizers: Multi-Intent Comment Generation via In-Context Learning

Mingyang Geng, Shangwen Wang, Dezun Dong, +5

Llm Fine-tuningEngineeringSoftware AnalysisCorpus LinguisticsText Mining +18

Generating Adversarial Examples for Holding Robustness of Source Code Processing Models

Huangzhao Zhang, Zhuo Li, Ge Li, +3

Proceedings of the AAAI Conference on Artificial Intelligence

Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolVerification +18