Self-Supervised Contrastive Learning for Code Retrieval and
Summarization via Semantic-Preserving Transformations

Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations

6 September 2020

Lingxiao Jiang

Papers citing "Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations"

15 / 15 papers shown

Title
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Seyed Shayan Daneshvar Da Tan Shaowei Wang Carson Leung AAML 69 0 0 22 Apr 2025
Coca: Improving and Explaining Graph Neural Network-Based Vulnerability Detection Systems Sicong Cao Xiaobing Sun Xiaoxue Wu David Lo Lili Bo Bin Li Wei Liu AAML 29 12 0 26 Jan 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
Towards Causal Deep Learning for Vulnerability Detection Md. Mahbubur Rahman Ira Ceka Chengzhi Mao Saikat Chakraborty Baishakhi Ray Wei Le 18 10 0 12 Oct 2023
A Topic-aware Summarization Framework with Different Modal Side Information Xiuying Chen Mingzhe Li Shen Gao Xin Cheng Qiang Yang Qishen Zhang Xin Gao Xiangliang Zhang 23 13 0 19 May 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 15 0 09 May 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 25 8 0 06 Oct 2022
Target-aware Abstractive Related Work Generation with Contrastive Learning Xiuying Chen Hind Alamro Li Mingzhe Shen Gao Rui Yan Xin Gao Xiangliang Zhang 3DV 155 27 0 26 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 21 33 0 04 May 2022
CoCoSoDa: Effective Contrastive Learning for Code Search Ensheng Shi Yanlin Wang Wenchao Gu Lun Du Hongyu Zhang Shi Han Dongmei Zhang Hongbin Sun 30 33 0 07 Apr 2022
Bridging Pre-trained Models and Downstream Tasks for Source Code Understanding Deze Wang Zhouyang Jia Shanshan Li Yue Yu Yun Xiong Wei Dong Xiangke Liao 25 80 0 04 Dec 2021
Towards Learning (Dis)-Similarity of Source Code from Program Contrasts Yangruibo Ding Luca Buratti Saurabh Pujar Alessandro Morari Baishakhi Ray Saikat Chakraborty 16 36 0 08 Oct 2021
A Mutual Information Maximization Perspective of Language Representation Learning Lingpeng Kong Cyprien de Masson dÁutume Wang Ling Lei Yu Zihang Dai Dani Yogatama SSL 214 165 0 18 Oct 2019
A Literature Study of Embeddings on Source Code Zimin Chen Monperrus Martin 46 82 0 05 Apr 2019
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 259 1,896 0 10 Jan 2017