TreeCaps: Tree-Based Capsule Networks for Source Code Processing

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TreeCaps: Tree-Based Capsule Networks for Source Code Processing

5 September 2020

Lingxiao Jiang

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Papers citing "TreeCaps: Tree-Based Capsule Networks for Source Code Processing"

18 / 18 papers shown

Title
ParseCaps: An Interpretable Parsing Capsule Network for Medical Image Diagnosis Xinyu Geng Jiaming Wang Jun Xu MedIm 60 0 0 03 Nov 2024
An Effective Approach to Embedding Source Code by Combining Large Language and Sentence Embedding Models Zixiang Xian Chenhui Cui Rubing Huang Chunrong Fang Zhenyu Chen 70 0 0 23 Sep 2024
HyperAgent: Generalist Software Engineering Agents to Solve Coding Tasks at Scale Huy N. Phan Phong X. Nguyen Nghi D. Q. Bui LLMAG 98 19 0 09 Sep 2024
AgileCoder: Dynamic Collaborative Agents for Software Development based on Agile Methodology Minh Huynh Nguyen Thang Phan Chau Phong X. Nguyen Nghi D. Q. Bui 90 15 0 16 Jun 2024
CodeArt: Better Code Models by Attention Regularization When Symbols Are Lacking Zian Su Xiangzhe Xu Ziyang Huang Zhuo Zhang Yapeng Ye Jianjun Huang Xiangyu Zhang OffRL 101 10 0 19 Feb 2024
TransformCode: A Contrastive Learning Framework for Code Embedding via Subtree Transformation Zixiang Xian Rubing Huang Dave Towey Chunrong Fang Zhenyu Chen 75 6 0 10 Nov 2023
Test Case Recommendations with Distributed Representation of Code Syntactic Features Mosab Rezaei Hamed Alhoori Mona Rahimi TTA 25 1 0 04 Oct 2023
The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation Dũng Nguyễn Mạnh Nam Le Hai An Dau A. Nguyen Khanh N. Nghiem Jingnan Guo Nghi D. Q. Bui 94 18 0 09 May 2023
Heterogeneous Directed Hypergraph Neural Network over abstract syntax tree (AST) for Code Classification Guang Yang Tiancheng Jin Liang Dou 76 2 0 07 May 2023
Implant Global and Local Hierarchy Information to Sequence based Code Representation Models Kechi Zhang Zhuo Li Zhi Jin Ge Li 64 8 0 14 Mar 2023
Leveraging Artificial Intelligence on Binary Code Comprehension Yifan Zhang 75 4 0 11 Oct 2022
Learning Program Representations with a Tree-Structured Transformer Wenhan Wang Kechi Zhang Ge Li Shangqing Liu Anran Li Zhi Jin Yang Liu 73 5 0 18 Aug 2022
HierarchyNet: Learning to Summarize Source Code with Heterogeneous Representations Minh Huynh Nguyen Nghi D. Q. Bui Truong-Son Hy Long Tran-Thanh Tien N. Nguyen 69 6 0 31 May 2022
Learning Program Semantics with Code Representations: An Empirical Study J. Siow Shangqing Liu Xiaofei Xie Guozhu Meng Yang Liu 66 43 0 22 Mar 2022
Energy-bounded Learning for Robust Models of Code Nghi D. Q. Bui Yijun Yu OODD 88 2 0 20 Dec 2021
Code Summarization with Structure-induced Transformer Hongqiu Wu Hai Zhao Min Zhang 80 88 0 29 Dec 2020
Learning to Represent Programs with Heterogeneous Graphs Kechi Zhang Wenhan Wang Huangzhao Zhang Ge Li Zhi Jin GNN 61 65 0 08 Dec 2020
Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations Nghi D. Q. Bui Yijun Yu Lingxiao Jiang SSL 145 122 0 06 Sep 2020