Cryptography and Security · Computer Science
HexaCoder: Secure Code Generation via Oracle-Guided Synthetic Training Data
Hossein Hajipour, Lea Schönherr, Thorsten Holz, Mario Fritz
2024-09-11
Computation and Language · Computer Science
Seeker: Towards Exception Safety Code Generation with Intermediate Language Agents Framework
Xuanming Zhang, Yuxuan Chen, Yiming Zheng, Zhexin Zhang +2
2024-12-17
Software Engineering · Computer Science
DocCGen: Document-based Controlled Code Generation
Sameer Pimparkhede, Mehant Kammakomati, Srikanth Tamilselvam, Prince Kumar +2
2024-07-04
Artificial Intelligence · Computer Science
Clover: Closed-Loop Verifiable Code Generation
Chuyue Sun, Ying Sheng, Oded Padon, Clark Barrett
2024-11-19
Machine Learning · Computer Science
Type-Constrained Code Generation with Language Models
Niels Mündler, Jingxuan He, Hao Wang, Koushik Sen +2
2025-05-09
Software Engineering · Computer Science
RA-Gen: A Controllable Code Generation Framework Using ReAct for Multi-Agent Task Execution
Aofan Liu, Haoxuan Li, Bin Wang, Ao Yang +1
2025-10-13
Cryptography and Security · Computer Science
Ocassionally Secure: A Comparative Analysis of Code Generation Assistants
Ran Elgedawy, Porter Dosch, John Sadik, Senjuti Dutta +7
2025-09-30
Software Engineering · Computer Science
A^3-CodGen: A Repository-Level Code Generation Framework for Code Reuse with Local-Aware, Global-Aware, and Third-Party-Library-Aware
Dianshu Liao, Shidong Pan, Xiaoyu Sun, Xiaoxue Ren +4
2024-10-29
Software Engineering · Computer Science
Combining LLM Code Generation with Formal Specifications and Reactive Program Synthesis
William Murphy, Nikolaus Holzer, Feitong Qiao, Leyi Cui +3
2024-10-29
Software Engineering · Computer Science
Fixing Function-Level Code Generation Errors for Foundation Large Language Models
Hao Wen, Yueheng Zhu, Chao Liu, Xiaoxue Ren +2
2025-01-22
Cryptography and Security · Computer Science
Secure Code Generation via Online Reinforcement Learning with Vulnerability Reward Model
Tianyi Wu, Mingzhe Du, Yue Liu, Chengran Yang +3
2026-02-10
Software Engineering · Computer Science
Hallucination by Code Generation LLMs: Taxonomy, Benchmarks, Mitigation, and Challenges
Yunseo Lee, John Youngeun Song, Dongsun Kim, Jindae Kim +2
2025-05-14
Software Engineering · Computer Science
SALLM: Security Assessment of Generated Code
Mohammed Latif Siddiq, Joanna C. S. Santos, Sajith Devareddy, Anna Muller
2024-09-06
Software Engineering · Computer Science
What's Wrong with Your Code Generated by Large Language Models? An Extensive Study
Shihan Dou, Haoxiang Jia, Shenxi Wu, Huiyuan Zheng +13
2025-10-20
Computation and Language · Computer Science
LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual Lexicons
Zheng-Xin Yong, Cristina Menghini, Stephen H. Bach
2024-10-29
Programming Languages · Computer Science
The ModelCC Model-Driven Parser Generator
Fernando Berzal, Francisco J. Cortijo, Juan-Carlos Cubero, Luis Quesada
2015-01-12
Computation and Language · Computer Science
YABLoCo: Yet Another Benchmark for Long Context Code Generation
Aidar Valeev, Roman Garaev, Vadim Lomshakov, Irina Piontkovskaya +2
2025-05-08