An Extractive-and-Abstractive Framework for Source Code Summarization

An Extractive-and-Abstractive Framework for Source Code Summarization

15 June 2022

Quanjun Zhang

Papers citing "An Extractive-and-Abstractive Framework for Source Code Summarization"

17 / 17 papers shown

Title
DeCoMa: Detecting and Purifying Code Dataset Watermarks through Dual Channel Code Abstraction Yuan Xiao Yuchen Chen Shiqing Ma Haocheng Huang Chunrong Fang Y. Chen Weisong Sun Yunfeng Zhu X. Zhang Zhenyu Chen 26 0 0 09 Apr 2025
Commenting Higher-level Code Unit: Full Code, Reduced Code, or Hierarchical Code Summarization Weisong Sun Y. Zhang J. Zhu Z. Wang Chunrong Fang ... Yebo Feng Jiangping Huang X. Wang Zhi Jin Yang Liu 48 1 0 13 Mar 2025
Show Me Your Code! Kill Code Poisoning: A Lightweight Method Based on Code Naturalness Weisong Sun Yuchen Chen Mengzhe Yuan Chunrong Fang Zhenpeng Chen Chong Wang Yang Liu Baowen Xu Zhenyu Chen AAML 34 1 0 20 Feb 2025
Secure Resource Allocation via Constrained Deep Reinforcement Learning Jianfei Sun Qiang Gao Cong Wu Yuxian Li Jiacheng Wang Dusit Niyato 52 0 0 20 Jan 2025
CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval Y. Liu Rui Meng Shafiq R. Joty Silvio Savarese Caiming Xiong Yingbo Zhou Semih Yavuz 90 3 0 19 Nov 2024
Demonstration Attack against In-Context Learning for Code Intelligence Yifei Ge Weisong Sun Yihang Lou Chunrong Fang Yiran Zhang Yiming Li Xiaofang Zhang Yang Liu Zhihong Zhao Zhenyu Chen AAML 18 1 0 03 Oct 2024
Source Code Summarization in the Era of Large Language Models Weisong Sun Yun Miao Yuekang Li Hongyu Zhang Chunrong Fang Yi Liu Gelei Deng Yang Liu Zhenyu Chen ELM 34 11 0 09 Jul 2024
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 27 3 0 01 Jul 2024
FoC: Figure out the Cryptographic Functions in Stripped Binaries with LLMs Guoqiang Chen Xiuwei Shang Shaoyin Cheng Yanming Zhang Weiming Zhang Neng H. Yu N. Yu 86 2 0 27 Mar 2024
A Prompt Learning Framework for Source Code Summarization Weisong Sun Chunrong Fang Yudu You Yuchen Chen Yi Liu ... Quanjun Zhang Hanwei Qian Wei-Ye Zhao Yang Liu Zhenyu Chen LLMAG 34 13 0 26 Dec 2023
Abstract Syntax Tree for Programming Language Understanding and Representation: How Far Are We? Weisong Sun Chunrong Fang Yun Miao Yudu You Mengzhe Yuan ... Quanjun Zhang An Guo Xiang Chen Yang Liu Zhenyu Chen 14 0 0 01 Dec 2023
Understanding Code Semantics: An Evaluation of Transformer Models in Summarization Debanjan Mondal Abhilasha Lodha Ankita Sahoo Beena Kumari 19 0 0 25 Oct 2023
Automatic Code Summarization via ChatGPT: How Far Are We? Weisong Sun Chunrong Fang Yudu You Yun Miao Yi Liu ... Yuchen Chen Quanjun Zhang Hanwei Qian Yang Liu Zhenyu Chen ELM 11 53 0 22 May 2023
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq R. Joty S. Hoi 201 1,451 0 02 Sep 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 110 69 0 15 Jul 2021
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models Sandeep Subramanian Raymond Li Jonathan Pilault C. Pal 220 212 0 07 Sep 2019
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 194 1,249 0 14 Nov 2016