M2TS: Multi-Scale Multi-Modal Approach Based on Transformer for Source Code Summarization

18 March 2022

Papers citing "M2TS: Multi-Scale Multi-Modal Approach Based on Transformer for Source Code Summarization"

9 / 9 papers shown

Title
CWEval: Outcome-driven Evaluation on Functionality and Security of LLM Code Generation Jinjun Peng Leyi Cui Kele Huang Junfeng Yang Baishakhi Ray ELM 89 12 0 14 Jan 2025
M2TR: Multi-modal Multi-scale Transformers for Deepfake Detection Junke Wang Zuxuan Wu Wenhao Ouyang Xintong Han Jingjing Chen Ser-Nam Lim Yu-Gang Jiang ViT 127 263 0 20 Apr 2021
CodeBERT: A Pre-Trained Model for Programming and Natural Languages Zhangyin Feng Daya Guo Duyu Tang Nan Duan Xiaocheng Feng ... Linjun Shou Bing Qin Ting Liu Daxin Jiang Ming Zhou 137 2,605 0 19 Feb 2020
Multi-Scale Self-Attention for Text Classification Qipeng Guo Xipeng Qiu Pengfei Liu Xiangyang Xue Zheng Zhang ViT 51 64 0 02 Dec 2019
TreeGen: A Tree-Based Transformer Architecture for Code Generation Zeyu Sun Qihao Zhu Yingfei Xiong Yican Sun Lili Mou Lu Zhang 51 174 0 22 Nov 2019
Automatic Source Code Summarization with Extended Tree-LSTM Yusuke Shido Yasuaki Kobayashi Akihiro Yamamoto A. Miyamoto Tadayuki Matsumura 45 87 0 19 Jun 2019
Improving Automatic Source Code Summarization via Deep Reinforcement Learning Yao Wan Zhou Zhao Min Yang Guandong Xu Haochao Ying Jian Wu Philip S. Yu 47 390 0 17 Nov 2018
A parallel corpus of Python functions and documentation strings for automated code documentation and code generation Antonio Valerio Miceli Barone Rico Sennrich 57 158 0 07 Jul 2017
CIDEr: Consensus-based Image Description Evaluation Ramakrishna Vedantam C. L. Zitnick Devi Parikh 246 4,468 0 20 Nov 2014