Impact of Evaluation Methodologies on Code Summarization

v1v2 (latest)

Impact of Evaluation Methodologies on Code Summarization

22 August 2021

Raymond J. Mooney

Miloš Gligorić

ArXiv (abs)PDF HTML

Papers citing "Impact of Evaluation Methodologies on Code Summarization"

10 / 10 papers shown

Title
ESALE: Enhancing Code-Summary Alignment Learning for Source Code Summarization Chunrong Fang Weisong Sun Yuchen Chen Xiao Chen Zhao Wei Quanjun Zhang Yudu You Bin Luo Yang Liu Zhenyu Chen AI4TS 145 17 0 01 Jul 2024
Uncertainty Awareness of Large Language Models Under Code Distribution Shifts: A Benchmark Study Yufei Li Simin Chen Yanghong Guo Wei Yang Yue Dong Cong Liu UQCV 87 3 0 12 Jan 2024
Epicure: Distilling Sequence Model Predictions into Patterns Miltiadis Allamanis Earl T. Barr 68 0 0 16 Aug 2023
Multilingual Code Co-Evolution Using Large Language Models Jiyang Zhang Pengyu Nie Junyi Jessy Li Miloš Gligorić 106 26 0 27 Jul 2023
Exploring Distributional Shifts in Large Language Models for Code Analysis Shushan Arakelyan Rocktim Jyoti Das Yi Mao Xiang Ren ALM 157 23 0 16 Mar 2023
APIContext2Com: Code Comment Generation by Incorporating Pre-Defined API Documentation Ramin Shahbazi Fatemeh H. Fard 90 2 0 03 Mar 2023
Learning Deep Semantics for Test Completion Pengyu Nie Rahul Banerjee Junyi Jessy Li Raymond J. Mooney Miloš Gligorić 147 66 0 20 Feb 2023
A Survey on Natural Language Processing for Programming Qingfu Zhu Xianzhen Luo Fang Liu Cuiyun Gao Wanxiang Che 102 3 0 12 Dec 2022
CodeS: Towards Code Model Generalization Under Distribution Shift Qiang Hu Yuejun Guo Xiaofei Xie Maxime Cordy Lei Ma Mike Papadakis Yves Le Traon OOD 120 11 0 11 Jun 2022
Learning to Describe Solutions for Bug Reports Based on Developer Discussions Sheena Panthaplackel Junjie Li Miloš Gligorić Raymond J. Mooney LMTD 85 10 0 08 Oct 2021

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.