A syntax-guided multi-task learning approach for Turducken-style code generation

In-IDE Code Generation from Natural Language: Promise and Challenges

(2022) Frank F. Xu et al.   ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY

Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing

(2022) Pengfei Liu et al.   ACM COMPUTING SURVEYS

ExploitGen: Template-augmented exploit code generation based on CodeBERT

(2022) Guang Yang et al.   JOURNAL OF SYSTEMS AND SOFTWARE

Improving source code suggestion with code embedding and enhanced convolutional long short‐term memory

(2021) Yasir Hussain et al.   IET Software

Deep Transfer Learning for Source Code Modeling

(2020) Yasir Hussain et al.   INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING

CodeGRU: Context-aware deep learning with gated recurrent unit for source code modeling

(2020) Yasir Hussain et al.   INFORMATION AND SOFTWARE TECHNOLOGY

Deep code comment generation with hybrid lexical and syntactical information

(2019) Xing Hu et al.   EMPIRICAL SOFTWARE ENGINEERING