Software Engineering · Computer Science
Unified Abstract Syntax Tree Representation Learning for Cross-Language Program Classification
Kesu Wang, Meng Yan, He Zhang, Haibo Hu
2022-05-03
Software Engineering · Computer Science
Learning to Represent Programs with Heterogeneous Graphs
Kechi Zhang, Wenhan Wang, Huangzhao Zhang, Ge Li +1
2022-04-13
Software Engineering · Computer Science
Modular Tree Network for Source Code Representation Learning
Wenhan Wang, Ge Li, Sijie Shen, Xin Xia +1
2021-04-02
Software Engineering · Computer Science
xASTNN: Improved Code Representations for Industrial Practice
Zhiwei Xu, Min Zhou, Xibin Zhao, Yang Chen +2
2023-11-07
Computation and Language · Computer Science
AST-Transformer: Encoding Abstract Syntax Trees Efficiently for Code Summarization
Ze Tang, Chuanyi Li, Jidong Ge, Xiaoyu Shen +2
2021-12-03
Computation and Language · Computer Science
Exploring Software Naturalness through Neural Language Models
Luca Buratti, Saurabh Pujar, Mihaela Bornea, Scott McCarley +7
2020-06-25
Software Engineering · Computer Science
Abstract Syntax Tree for Programming Language Understanding and Representation: How Far Are We?
Weisong Sun, Chunrong Fang, Yun Miao, Yudu You +7
2023-12-04
Machine Learning · Computer Science
Convolutional Neural Networks over Tree Structures for Programming Language Processing
Lili Mou, Ge Li, Lu Zhang, Tao Wang +1
2015-12-09
Computation and Language · Computer Science
On Tree-Based Neural Sentence Modeling
Haoyue Shi, Hao Zhou, Jiaze Chen, Lei Li
2018-08-30
Programming Languages · Computer Science
A General Path-Based Representation for Predicting Program Properties
Uri Alon, Meital Zilberstein, Omer Levy, Eran Yahav
2018-04-24
Machine Learning · Computer Science
TreeBERT: A Tree-Based Pre-Trained Model for Programming Language
Xue Jiang, Zhuoran Zheng, Chen Lyu, Liang Li +1
2021-07-16
Machine Learning · Computer Science
Towards an extension of Fault Trees in the Predictive Maintenance Scenario
Roberta De Fazio, Stefano Marrone, Laura Verde, Vincenzo Reccia +1
2024-03-21
Software Engineering · Computer Science
CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees
Ensheng Shi, Yanlin Wang, Lun Du, Hongyu Zhang +3
2021-12-01
Machine Learning · Computer Science
TreeCaps: Tree-Structured Capsule Networks for Program Source Code Processing
Vinoj Jayasundara, Nghi Duy Quoc Bui, Lingxiao Jiang, David Lo
2019-10-29
Programming Languages · Computer Science
Finite-Tree Analysis for Constraint Logic-Based Languages: The Complete Unabridged Version
Roberto Bagnara, Roberta Gori, Patricia M. Hill, Enea Zaffanella
2007-05-23