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

GraphCodeBERT: Pre-training Code Representations with Data Flow

Daya Guo, Shuo Ren, Shuai Lu, +15

EngineeringMachine LearningSoftware EngineeringMultilingual PretrainingLarge Language Model +18

Summarizing Source Code with Transferred API Knowledge

Xing Hu, Ge Li, Xin Xia, +3

EngineeringEntity SummarizationCode SummarizationSoftware EngineeringSource Code Analysis +17

CodeBLEU: a Method for Automatic Evaluation of Code Synthesis

Shuo Ren, Daya Guo, Shuai Lu, +7

arXiv (Cornell University)

Software MaintenanceEngineeringSoftware EngineeringSource Code AnalysisEvaluation Metrics +18

GraphCodeBERT: Pre-training Code Representations with Data Flow

Daya Guo, Shuo Ren, Shuai Lu, +15

arXiv (Cornell University)

EngineeringMachine LearningMultilingual PretrainingLarge Language ModelCorpus Linguistics +18

Automating code review activities by large-scale pre-training

Zhiyu Li, Shuai Lu, Daya Guo, +8

Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering

Software MaintenanceEngineeringSoftware EngineeringSource Code AnalysisSoftware Analysis +19

InferFix: End-to-End Program Repair with LLMs

Matthew Jin, Syed Shahriar, Michele Tufano, +4

Software MaintenanceProgram CheckingEngineeringSoftware EngineeringSoftware Analysis +18

TaskMatrix.AI: Completing Tasks by Connecting Foundation Models with Millions of APIs

Yaobo Liang, Chenfei Wu, Ting Song, +11

Intelligent Computing

Artificial IntelligenceLlm Fine-tuningEngineeringMachine LearningIntelligent Systems +14

WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach

Junjie Huang, Duyu Tang, Wanjun Zhong, +5

Initial localized corrosion induced by multiscale precipitates in the new generation high-strength Al-Zn-Mg-Cu alloy

Wei Xue, Yixuan Wang, Jiuyang Xia, +7

Corrosion Science

Materials ScienceMaterials EngineeringCorrosion ProtectionEngineeringCorrosion +5