Recommendations for Datasets for Source Code Summarization

4 April 2019

Papers citing "Recommendations for Datasets for Source Code Summarization"

15 / 15 papers shown

Title
Do Current Language Models Support Code Intelligence for R Programming Language? ZiXiao Zhao Fatemeh H. Fard ELM 50 0 0 10 Oct 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 47 21 0 30 Dec 2023
A Language Model of Java Methods with Train/Test Deduplication Chia-Yi Su Aakash Bansal Vijayanta Jain S. Ghanavati Collin McMillan SyDa VLM 31 11 0 15 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 36 15 0 09 May 2023
JEMMA: An Extensible Java Dataset for ML4Code Applications Anjan Karmakar Miltiadis Allamanis Romain Robbes VLM 29 3 0 18 Dec 2022
An Extractive-and-Abstractive Framework for Source Code Summarization Weisong Sun Chunrong Fang Yuchen Chen Quanjun Zhang Guanhong Tao Tingxu Han Yifei Ge Yudu You Bin Luo 28 29 0 15 Jun 2022
GPT-based Open-Ended Knowledge Tracing Naiming Liu Zichao Wang Richard G. Baraniuk Andrew Lan AI4Ed 32 3 0 21 Feb 2022
A Survey on Machine Learning Techniques for Source Code Analysis Tushar Sharma M. Kechagia Stefanos Georgiou Rohit Tiwari Indira Vats Hadi Moazen Federica Sarro 25 61 0 18 Oct 2021
Impact of Evaluation Methodologies on Code Summarization Pengyu Nie Jiyang Zhang Junyi Jessy Li Raymond J. Mooney Miloš Gligorić 24 20 0 22 Aug 2021
On the Evaluation of Neural Code Summarization Ensheng Shi Yanlin Wang Lun Du Junjie Chen Shi Han Hongyu Zhang Dongmei Zhang Hongbin Sun ELM 122 86 0 15 Jul 2021
On the Evaluation of Commit Message Generation Models: An Experimental Study Wei Tao Yanlin Wang Ensheng Shi Lun Du Shi Han Hongyu Zhang Dongmei Zhang Wenqiang Zhang 19 49 0 12 Jul 2021
Project-Level Encoding for Neural Source Code Summarization of Subroutines Aakash Bansal S. Haque Collin McMillan 14 48 0 22 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
Neural Code Summarization Piyush Shrivastava 28 2 0 26 Feb 2021
DeepSumm -- Deep Code Summaries using Neural Transformer Architecture Vikrant Gupta ViT 6 3 0 31 Mar 2020