Retrieval-Augmented Generation for Code Summarization via Hybrid GNN

Retrieval-Augmented Generation for Code Summarization via Hybrid GNN

9 June 2020

Yang Liu

Papers citing "Retrieval-Augmented Generation for Code Summarization via Hybrid GNN"

18 / 18 papers shown

Title
DH-RAG: A Dynamic Historical Context-Powered Retrieval-Augmented Generation Method for Multi-Turn Dialogue Feiyuan Zhang D. Zhu James Ming Yilun Jin Di Chai Liu Yang Han Tian Zhaoxin Fan Kai Chen 91 2 0 20 Feb 2025
Automatic Detection of LLM-generated Code: A Case Study of Claude 3 Haiku Musfiqur Rahman SayedHassan Khatoonabadi Ahmad Abdellatif Emad Shihab 31 3 0 02 Sep 2024
Retrieval Augmented Generation for Dynamic Graph Modeling Yuxia Wu Lizi Liao Yuan Fang 49 3 0 26 Aug 2024
OptiMUS-0.3: Using Large Language Models to Model and Solve Optimization Problems at Scale Ali AhmadiTeshnizi Wenzhi Gao Herman Brunborg Shayan Talaei Connor Lawless Madeleine Udell 40 4 0 29 Jul 2024
UF-HOBI at "Discharge Me!": A Hybrid Solution for Discharge Summary Generation Through Prompt-based Tuning of GatorTronGPT Models Mengxian Lyu C.A.I. Peng Daniel Paredes Ziyi Chen Aokun Chen Jiang Bian Yonghui Wu 25 2 0 22 Jul 2024
CSA-Trans: Code Structure Aware Transformer for AST Saeyoon Oh Shin Yoo 38 1 0 07 Apr 2024
LitLLM: A Toolkit for Scientific Literature Review Shubham Agarwal I. Laradji Laurent Charlin Christopher Pal Krishnamurthy DJ Dvijotham Jason Stanley Laurent Charlin Christopher Pal 33 21 0 02 Feb 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 27 20 0 30 Dec 2023
Heterogeneous Directed Hypergraph Neural Network over abstract syntax tree (AST) for Code Classification Guang Yang Tiancheng Jin Liang Dou 11 2 0 07 May 2023
A Survey on Natural Language Processing for Programming Qingfu Zhu Xianzhen Luo Fang Liu Cuiyun Gao Wanxiang Che 23 1 0 12 Dec 2022
Robust Graph Structure Learning via Multiple Statistical Tests Yaohua Wang Fangyi Zhang Ming Lin Senzhang Wang Xiuyu Sun Rong Jin 26 1 0 08 Oct 2022
Enhancing Security Patch Identification by Capturing Structures in Commits Bozhi Wu Shangqing Liu Ruitao Feng Xiaofei Xie J. Siow Shang-Wei Lin 19 30 0 19 Jul 2022
A Neural Network Architecture for Program Understanding Inspired by Human Behaviors Renyu Zhu Lei Yuan Xiang Li Ming Gao Wenyuan Cai 19 8 0 10 May 2022
LAMNER: Code Comment Generation Using Character Language Model and Named Entity Recognition Rishab Sharma Fuxiang Chen Fatemeh H. Fard 36 2 0 05 Apr 2022
Assemble Foundation Models for Automatic Code Summarization Jian Gu P. Salza H. Gall 28 34 0 13 Jan 2022
Code Structure Guided Transformer for Source Code Summarization Shuzheng Gao Cuiyun Gao Yulan He Jichuan Zeng L. Nie Xin Xia Michael R. Lyu 17 96 0 19 Apr 2021
Project-Level Encoding for Neural Source Code Summarization of Subroutines Aakash Bansal S. Haque Collin McMillan 14 47 0 22 Mar 2021
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,923 0 17 Aug 2015