Embedding API dependency graph for neural code generation

被引:0
|
作者
Lyu, Chen [1 ]
Wang, Ruyun [1 ]
Zhang, Hongyu [2 ]
Zhang, Hanwen [3 ]
Hu, Songlin [4 ,5 ]
机构
[1] School of Information Science and Engineering, Shandong Normal University, Jinan, China
[2] University of Newcastle, Callaghan,NSW, Australia
[3] Big Data Center of Shandong Province, Jinan, China
[4] Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China
[5] School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China
来源
arXiv | 2021年
关键词
API dependency graph - Codegeneration - Deep learning - Dependency graphs - Embeddings - Grand Challenge - Graph embeddings - Neural code - Program synthesis - Target codes;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] Embedding API dependency graph for neural code generation
    Lyu, Chen
    Wang, Ruyun
    Zhang, Hongyu
    Zhang, Hanwen
    Hu, Songlin
    EMPIRICAL SOFTWARE ENGINEERING, 2021, 26 (04)
  • [2] Embedding API dependency graph for neural code generation
    Chen Lyu
    Ruyun Wang
    Hongyu Zhang
    Hanwen Zhang
    Songlin Hu
    Empirical Software Engineering, 2021, 26
  • [3] Graph Embedding Based API Graph Search and Recommendation
    Chun-Yang Ling
    Yan-Zhen Zou
    Ze-Qi Lin
    Bing Xie
    Journal of Computer Science and Technology, 2019, 34 : 993 - 1006
  • [4] Graph Embedding Based API Graph Search and Recommendation
    Ling, Chun-Yang
    Zou, Yan-Zhen
    Lin, Ze-Qi
    Xie, Bing
    JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2019, 34 (05) : 993 - 1006
  • [5] Neural graph distance embedding for molecular geometry generation
    Margraf, Johannes T.
    JOURNAL OF COMPUTATIONAL CHEMISTRY, 2024, 45 (21) : 1784 - 1790
  • [6] Visual exploration of dependency graph in source code via embedding-based similarity
    Liu, Huan
    Tao, Yubo
    Huang, Wenda
    Lin, Hai
    JOURNAL OF VISUALIZATION, 2021, 24 (03) : 565 - 581
  • [7] Visual exploration of dependency graph in source code via embedding-based similarity
    Huan Liu
    Yubo Tao
    Wenda Huang
    Hai Lin
    Journal of Visualization, 2021, 24 : 565 - 581
  • [8] Integrating graph embedding and neural models for improving transition-based dependency parsing
    Le-Hong, Phuong
    Cambria, Erik
    NEURAL COMPUTING & APPLICATIONS, 2024, 36 (06): : 2999 - 3016
  • [9] Toward Interpretable Graph Tensor Convolution Neural Network for Code Semantics Embedding
    Yang, Jia
    Fu, Cai
    Deng, Fengyang
    Wen, Ming
    Guo, Xiaowei
    Wan, Chuanhao
    ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY, 2023, 32 (05)
  • [10] Integrating graph embedding and neural models for improving transition-based dependency parsing
    Phuong Le-Hong
    Erik Cambria
    Neural Computing and Applications, 2024, 36 : 2999 - 3016