InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees

13 December 2020

Lingxiao Jiang

Papers citing "InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees"

25 / 25 papers shown

Title
zsLLMCode: An Effective Approach for Code Embedding via LLM with Zero-Shot Learning Zixiang Xian Chenhui Cui Rubing Huang Chunrong Fang Zhenyu Chen 21 0 0 23 Sep 2024
Analysing the Behaviour of Tree-Based Neural Networks in Regression Tasks P. Samoaa Mehrdad Farahani Antonio Longa Philipp Leitner M. Chehreghani 32 0 0 17 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 35 8 0 19 Feb 2024
FuzzSlice: Pruning False Positives in Static Analysis Warnings Through Function-Level Fuzzing Aniruddhan Murali N. Mathews Mahmoud Alfadel M. Nagappan Meng Xu 11 8 0 02 Feb 2024
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 27 20 0 30 Dec 2023
TransformCode: A Contrastive Learning Framework for Code Embedding via Subtree Transformation Zixiang Xian Rubing Huang Dave Towey Chunrong Fang Zhenyu Chen 10 5 0 10 Nov 2023
Large Language Models Should Ask Clarifying Questions to Increase Confidence in Generated Code Jiexi Wu 19 3 0 25 Aug 2023
A systematic literature review on source code similarity measurement and clone detection: techniques, applications, and challenges Morteza Zakeri-Nasrabadi Saeed Parsa Mohammad Ramezani C. Roy Masoud Ekhtiarzadeh 27 43 0 28 Jun 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 26 13 0 09 May 2023
xASTNN: Improved Code Representations for Industrial Practice Zhiwei Xu Min Zhou Xibin Zhao Yang Chen Xi Cheng Hongyu Zhang AI4TS 21 5 0 13 Mar 2023
A Study of Variable-Role-based Feature Enrichment in Neural Models of Code Aftab Hussain Md Rafiqul Islam Rabin Bowen Xu David Lo Mohammad Amin Alipour 34 3 0 08 Mar 2023
Reliability Assurance for Deep Neural Network Architectures Against Numerical Defects Linyi Li Yuhao Zhang Luyao Ren Yingfei Xiong Tao Xie 22 7 0 13 Feb 2023
MIXCODE: Enhancing Code Classification by Mixup-Based Data Augmentation Zeming Dong Qiang Hu Yuejun Guo Maxime Cordy Mike Papadakis Zhenya Zhang Yves Le Traon Jianjun Zhao 23 8 0 06 Oct 2022
NeuDep: Neural Binary Memory Dependence Analysis Kexin Pei Dongdong She Michael Wang Scott Geng Zhou Xuan Yaniv David Junfeng Yang Suman Jana Baishakhi Ray 25 5 0 04 Oct 2022
AutoPruner: Transformer-Based Call Graph Pruning Thanh Le-Cong Hong Jin Kang Truong-Giang Nguyen S. A. Haryono David Lo X. Le H. Thang 25 19 0 07 Sep 2022
A Library for Representing Python Programs as Graphs for Machine Learning David Bieber Kensen Shi Petros Maniatis Charles Sutton Vincent J. Hellendoorn Daniel D. Johnson Daniel Tarlow GNN AI4CE 15 5 0 15 Aug 2022
Evaluation of Contrastive Learning with Various Code Representations for Code Clone Detection Maksim Zubkov Egor Spirin Egor Bogomolov T. Bryksin 30 4 0 17 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
CODE-MVP: Learning to Represent Source Code from Multiple Views with Contrastive Pre-Training Xin Wang Yasheng Wang Yao Wan Jiawei Wang Pingyi Zhou Li Li Hao Wu Jin Liu 19 33 0 04 May 2022
Graph Neural Networks: Methods, Applications, and Opportunities Lilapati Waikhom Ripon Patgiri GNN 24 42 0 24 Aug 2021
How could Neural Networks understand Programs? Dinglan Peng Shuxin Zheng Yatao Li Guolin Ke Di He Tie-Yan Liu NAI 13 61 0 10 May 2021
Code Summarization with Structure-induced Transformer Hongqiu Wu Hai Zhao Min Zhang 28 84 0 29 Dec 2020
Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations Nghi D. Q. Bui Yijun Yu Lingxiao Jiang SSL 11 119 0 06 Sep 2020
A Literature Study of Embeddings on Source Code Zimin Chen Monperrus Martin 43 82 0 05 Apr 2019
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 252 13,364 0 25 Aug 2014