Code Generation as a Dual Task of Code Summarization

Code Generation as a Dual Task of Code Summarization

14 October 2019

Xin Xia

Papers citing "Code Generation as a Dual Task of Code Summarization"

15 / 65 papers shown

Title
Improving Tree-Structured Decoder Training for Code Generation via Mutual Learning Binbin Xie Jinsong Su Yubin Ge Xiang-Yang Li Jianwei Cui Junfeng Yao Bin Wang 16 27 0 31 May 2021
CoDesc: A Large Code-Description Parallel Dataset Masum Hasan Tanveer Muttaqueen Abdullah Al Ishtiaq Kazi Sajeed Mehrab Md. Mahim Anjum Haque Tahmid Hasan Wasi Uddin Ahmad Anindya Iqbal Rifat Shahriyar 30 30 0 29 May 2021
Code Structure Guided Transformer for Source Code Summarization Shuzheng Gao Cuiyun Gao Yulan He Jichuan Zeng L. Nie Xin Xia Michael R. Lyu 22 96 0 19 Apr 2021
Embedding API Dependency Graph for Neural Code Generation Chen Lyu Ruyun Wang Hongyu Zhang Hanwen Zhang Songlin Hu GNN 31 20 0 29 Mar 2021
Exploiting Method Names to Improve Code Summarization: A Deliberation Multi-Task Learning Approach Rui Xie Wei Ye Jinan Sun Shikun Zhang 28 26 0 21 Mar 2021
API2Com: On the Improvement of Automatically Generated Code Comments Using API Documentations Ramin Shahbazi Rishab Sharma Fatemeh H. Fard 27 25 0 19 Mar 2021
IOT: Instance-wise Layer Reordering for Transformer Structures Jinhua Zhu Lijun Wu Yingce Xia Shufang Xie Tao Qin Wen-gang Zhou Houqiang Li Tie-Yan Liu 31 7 0 05 Mar 2021
Code Summarization with Structure-induced Transformer Hongqiu Wu Hai Zhao Min Zhang 41 84 0 29 Dec 2020
Latent Programmer: Discrete Latent Codes for Program Synthesis Joey Hong David Dohan Rishabh Singh Charles Sutton Manzil Zaheer 32 21 0 01 Dec 2020
Code to Comment "Translation": Data, Metrics, Baselining & Evaluation David Gros Hariharan Sezhiyan Prem Devanbu Zhou Yu 47 69 0 03 Oct 2020
Energy-based View of Retrosynthesis Ruoxi Sun H. Dai Li Li S. Kearnes Bo Dai 35 40 0 14 Jul 2020
Multi-branch Attentive Transformer Yang Fan Shufang Xie Yingce Xia Lijun Wu Tao Qin Xiang-Yang Li Tie-Yan Liu 19 17 0 18 Jun 2020
Retrieval-Augmented Generation for Code Summarization via Hybrid GNN Shangqing Liu Yu Chen Xiaofei Xie J. Siow Yang Liu 23 164 0 09 Jun 2020
A Transformer-based Approach for Source Code Summarization Wasi Uddin Ahmad Saikat Chakraborty Baishakhi Ray Kai-Wei Chang ViT 24 375 0 01 May 2020
DeepSumm -- Deep Code Summaries using Neural Transformer Architecture Vikrant Gupta ViT 11 3 0 31 Mar 2020