Exploring Software Naturalness through Neural Language Models

Exploring Software Naturalness through Neural Language Models

22 June 2020

Mihaela A. Bornea

Gaetano Rossiello

Alessandro Morari

Giacomo Domeniconi

Papers citing "Exploring Software Naturalness through Neural Language Models"

14 / 14 papers shown

Title
A Survey of Source Code Representations for Machine Learning-Based Cybersecurity Tasks B.K. Casey Joanna C. S. Santos George Perry 63 5 0 15 Mar 2024
Natural Language Generation and Understanding of Big Code for AI-Assisted Programming: A Review M. Wong Shangxin Guo Ching Nam Hang Siu-Wai Ho C. Tan 42 78 0 04 Jul 2023
Implant Global and Local Hierarchy Information to Sequence based Code Representation Models Kechi Zhang Zhuo Li Zhi Jin Ge Li 34 7 0 14 Mar 2023
MIXCODE: Enhancing Code Classification by Mixup-Based Data Augmentation Zeming Dong Qiang Hu Yuejun Guo Maxime Cordy Mike Papadakis Zhenya Zhang Yves Le Traon Jianjun Zhao 33 8 0 06 Oct 2022
Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models of Source Code Changan Niu Chuanyi Li Bin Luo Vincent Ng SyDa VLM 55 48 0 24 May 2022
LAMNER: Code Comment Generation Using Character Language Model and Named Entity Recognition Rishab Sharma Fuxiang Chen Fatemeh H. Fard 47 2 0 05 Apr 2022
LineVD: Statement-level Vulnerability Detection using Graph Neural Networks David Hin Andrey Kan Huaming Chen M. Babar 31 159 0 10 Mar 2022
UniXcoder: Unified Cross-Modal Pre-training for Code Representation Daya Guo Shuai Lu Nan Duan Yanlin Wang Ming Zhou Jian Yin 23 559 0 08 Mar 2022
AstBERT: Enabling Language Model for Financial Code Understanding with Abstract Syntax Trees Rong Liang Tiehu Zhang Y. Lu Yuze Liu Zhengqing Huang Xin Chen 16 3 0 20 Jan 2022
Towards Learning (Dis)-Similarity of Source Code from Program Contrasts Yangruibo Ding Luca Buratti Saurabh Pujar Alessandro Morari Baishakhi Ray Saikat Chakraborty 21 36 0 08 Oct 2021
What do pre-trained code models know about code? Anjan Karmakar Romain Robbes ELM 32 87 0 25 Aug 2021
How could Neural Networks understand Programs? Dinglan Peng Shuxin Zheng Yatao Li Guolin Ke Di He Tie-Yan Liu NAI 18 61 0 10 May 2021
D2A: A Dataset Built for AI-Based Vulnerability Detection Methods Using Differential Analysis Yunhui Zheng Saurabh Pujar B. Lewis Luca Buratti Edward Epstein Bo Yang Jim Laredo Alessandro Morari Zhong Su 19 125 0 16 Feb 2021
GraphCodeBERT: Pre-training Code Representations with Data Flow Daya Guo Shuo Ren Shuai Lu Zhangyin Feng Duyu Tang ... Dawn Drain Neel Sundaresan Jian Yin Daxin Jiang M. Zhou 88 1,094 0 17 Sep 2020