Language-Agnostic Representation Learning of Source Code from Structure
and Context

Language-Agnostic Representation Learning of Source Code from Structure and Context

21 March 2021

Tobias Kirschstein

Michele Catasta

Stephan Günnemann

Papers citing "Language-Agnostic Representation Learning of Source Code from Structure and Context"

17 / 17 papers shown

Title
Deep Learning-Based Identification of Inconsistent Method Names: How Far Are We? Taiming Wang Yuxia Zhang Lin Jiang Yi Tang Guangjie Li Hui Liu 81 1 0 22 Jan 2025
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit Yao Wan Yang He Zhangqian Bi Jianguo Zhang Hongyu Zhang Yulei Sui Guandong Xu Hai Jin Philip S. Yu 20 20 0 30 Dec 2023
Neural Machine Translation for Code Generation K. Dharma Clayton T. Morrison 25 4 0 22 May 2023
Implant Global and Local Hierarchy Information to Sequence based Code Representation Models Kechi Zhang Zhuo Li Zhi Jin Ge Li 18 6 0 14 Mar 2023
A Survey on Natural Language Processing for Programming Qingfu Zhu Xianzhen Luo Fang Liu Cuiyun Gao Wanxiang Che 15 1 0 12 Dec 2022
Representing LLVM-IR in a Code Property Graph Alexander Kuechler Christian Banse 17 3 0 09 Nov 2022
CAT-probing: A Metric-based Approach to Interpret How Pre-trained Models for Programming Language Attend Code Structure Nuo Chen Qiushi Sun Renyu Zhu Xiang Li Xuesong Lu Ming Gao 31 10 0 07 Oct 2022
CSSAM:Code Search via Attention Matching of Code Semantics and Structures Y. Hu Bowen Cai Yaoxiang Yu 11 3 0 08 Aug 2022
InvAASTCluster: On Applying Invariant-Based Program Clustering to Introductory Programming Assignments Pedro Orvalho Mikolávs Janota Vasco M. Manquinho 17 7 0 28 Jun 2022
Multimodal Learning with Transformers: A Survey P. Xu Xiatian Zhu David A. Clifton ViT 41 522 0 13 Jun 2022
StructCoder: Structure-Aware Transformer for Code Generation Sindhu Tipirneni Ming Zhu Chandan K. Reddy 19 55 0 10 Jun 2022
A Neural Network Architecture for Program Understanding Inspired by Human Behaviors Renyu Zhu Lei Yuan Xiang Li Ming Gao Wenyuan Cai 19 8 0 10 May 2022
DOM-LM: Learning Generalizable Representations for HTML Documents Xiang Deng Prashant Shiralkar Colin Lockard Binxuan Huang Huan Sun AI4TS AI4CE 37 37 0 25 Jan 2022
Senatus -- A Fast and Accurate Code-to-Code Recommendation Engine Fran Silavong Sean J. Moran Antonios Georgiadis Rohan Saphal R. Otter 18 9 0 05 Nov 2021
Towards Learning (Dis)-Similarity of Source Code from Program Contrasts Yangruibo Ding Luca Buratti Saurabh Pujar Alessandro Morari Baishakhi Ray Saikat Chakraborty 8 36 0 08 Oct 2021
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq R. Joty S. Hoi 210 1,485 0 02 Sep 2021
Do Transformers Really Perform Bad for Graph Representation? Chengxuan Ying Tianle Cai Shengjie Luo Shuxin Zheng Guolin Ke Di He Yanming Shen Tie-Yan Liu GNN 21 431 0 09 Jun 2021