NatGen: Generative pre-training by "Naturalizing" source code

NatGen: Generative pre-training by "Naturalizing" source code

15 June 2022

Saikat Chakraborty

Papers citing "NatGen: Generative pre-training by "Naturalizing" source code"

12 / 12 papers shown

Title
Selective Prompt Anchoring for Code Generation Yuan Tian Tianyi Zhang 77 3 0 24 Feb 2025
Do LLMs Consider Security? An Empirical Study on Responses to Programming Questions Amirali Sajadi Binh Le A. Nguyen Kostadin Damevski Preetha Chatterjee 50 2 0 20 Feb 2025
What can Large Language Models Capture about Code Functional Equivalence? Nickil Maveli Antonio Vergari Shay B. Cohen 25 2 0 20 Aug 2024
SCoPE: Evaluating LLMs for Software Vulnerability Detection José Gonccalves Tiago Dias Eva Maia Isabel Praça 20 5 0 19 Jul 2024
LLMs in the Heart of Differential Testing: A Case Study on a Medical Rule Engine Erblin Isaku Christoph Laaber Hassan Sartaj Shaukat Ali T. Schwitalla J. F. Nygård 20 2 0 16 Feb 2024
Coca: Improving and Explaining Graph Neural Network-Based Vulnerability Detection Systems Sicong Cao Xiaobing Sun Xiaoxue Wu David Lo Lili Bo Bin Li Wei Liu AAML 16 12 0 26 Jan 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 19 77 0 04 Jul 2023
A New Era in Software Security: Towards Self-Healing Software via Large Language Models and Formal Verification Norbert Tihanyi Ridhi Jain Yiannis Charalambous M. Ferrag Youcheng Sun Lucas C. Cordeiro 8 47 0 24 May 2023
The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation Dũng Nguyễn Mạnh Nam Le Hai An Dau A. Nguyen Khanh N. Nghiem Jingnan Guo Nghi D. Q. Bui 13 13 0 09 May 2023
Towards Efficient Fine-tuning of Pre-trained Code Models: An Experimental Study and Beyond Ensheng Shi Yanlin Wang Hongyu Zhang Lun Du Shi Han Dongmei Zhang Hongbin Sun 12 41 0 11 Apr 2023
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq R. Joty S. Hoi 199 1,451 0 02 Sep 2021
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation Shuai Lu Daya Guo Shuo Ren Junjie Huang Alexey Svyatkovskiy ... Nan Duan Neel Sundaresan Shao Kun Deng Shengyu Fu Shujie Liu ELM 186 853 0 09 Feb 2021