A Transformer-based Approach for Source Code Summarization

A Transformer-based Approach for Source Code Summarization

1 May 2020

Wasi Uddin Ahmad

Saikat Chakraborty

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Papers citing "A Transformer-based Approach for Source Code Summarization"

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Title
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 71 32 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 83 104 0 19 Apr 2021
Learning to Generate Code Comments from Class Hierarchies Jiyang Zhang Sheena Panthaplackel Pengyu Nie Raymond J. Mooney Junjie Li Miloš Gligorić 64 8 0 24 Mar 2021
Project-Level Encoding for Neural Source Code Summarization of Subroutines Aakash Bansal S. Haque Collin McMillan 106 50 0 22 Mar 2021
API2Com: On the Improvement of Automatically Generated Code Comments Using API Documentations Ramin Shahbazi Rishab Sharma Fatemeh H. Fard 92 26 0 19 Mar 2021
Unified Pre-training for Program Understanding and Generation Wasi Uddin Ahmad Saikat Chakraborty Baishakhi Ray Kai-Wei Chang 154 775 0 10 Mar 2021
Symbolic Behaviour in Artificial Intelligence Adam Santoro Andrew Kyle Lampinen Kory W. Mathewson Timothy Lillicrap David Raposo 81 34 0 05 Feb 2021
Code Summarization with Structure-induced Transformer Hongqiu Wu Hai Zhao Min Zhang 80 88 0 29 Dec 2020
Learning to Represent Programs with Heterogeneous Graphs Kechi Zhang Wenhan Wang Huangzhao Zhang Ge Li Zhi Jin GNN 61 65 0 08 Dec 2020
Deep Graph Matching and Searching for Semantic Code Retrieval Xiang Ling Lingfei Wu Sai-gang Wang Gaoning Pan Tengfei Ma Fangli Xu A. Liu Chunming Wu S. Ji GNN 83 93 0 24 Oct 2020
Code to Comment "Translation": Data, Metrics, Baselining & Evaluation David Gros Hariharan Sezhiyan Prem Devanbu Zhou Yu 100 72 0 03 Oct 2020
Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations Nghi D. Q. Bui Yijun Yu Lingxiao Jiang SSL 145 122 0 06 Sep 2020
CoreGen: Contextualized Code Representation Learning for Commit Message Generation L. Nie Cuiyun Gao Zhicong Zhong Wai Lam Yang Liu Zenglin Xu 69 49 0 14 Jul 2020
Contrastive Code Representation Learning Paras Jain Ajay Jain Tianjun Zhang Pieter Abbeel Joseph E. Gonzalez Ion Stoica SSL DRL 134 151 0 09 Jul 2020
Retrieval-Augmented Generation for Code Summarization via Hybrid GNN Shangqing Liu Yu Chen Xiaofei Xie J. Siow Yang Liu 109 166 0 09 Jun 2020
A Toolkit for Generating Code Knowledge Graphs Ibrahim Abdelaziz Julian T Dolby Jamie McCusker Kavitha Srinivas 103 27 0 21 Feb 2020
Semantic Robustness of Models of Source Code Goutham Ramakrishnan Jordan Henkel Zi Wang Aws Albarghouthi S. Jha Thomas W. Reps SILM AAML 109 98 0 07 Feb 2020