Title
CODECRASH: Stress Testing LLM Reasoning under Structural and Semantic Perturbations Man Ho Adrian Lam Chaozheng Wang Jen-tse Huang M. Lyu LRM 34 0 0 19 Apr 2025
On Benchmarking Code LLMs for Android Malware Analysis Yiling He Hongyu She Xingzhi Qian Xinran Zheng Zhuo Chen Z. Qin Lorenzo Cavallaro ELM 43 1 0 01 Apr 2025
RobuNFR: Evaluating the Robustness of Large Language Models on Non-Functional Requirements Aware Code Generation Feng Lin Dong Jae Kim Z. Li Jinqiu Yang Tse-Husn Chen AAML 38 0 0 28 Mar 2025
How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code Seonghyeon Lee Heejae Chon Joonwon Jang Dongha Lee Hwanjo Yu ALM 39 0 0 02 Mar 2025
Turbulence: Systematically and Automatically Testing Instruction-Tuned Large Language Models for Code Shahin Honarvar Mark van der Wilk Alastair Donaldson 78 6 0 28 Jan 2025
Enhancing Code LLMs with Reinforcement Learning in Code Generation: A Survey Junqiao Wang Zeng Zhang Yangfan He Yuyang Song Tianyu Shi ... Hengyuan Xu Kunyu Wu Guangwu Qian Qiuwu Chen Lewei He 38 9 0 03 Jan 2025
What can Large Language Models Capture about Code Functional Equivalence? Nickil Maveli Antonio Vergari Shay B. Cohen 27 2 0 20 Aug 2024
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions Terry Yue Zhuo Minh Chien Vu Jenny Chim Han Hu Wenhao Yu ... David Lo Daniel Fried Xiaoning Du H. D. Vries Leandro von Werra 65 128 0 22 Jun 2024
Towards Causal Deep Learning for Vulnerability Detection Md. Mahbubur Rahman Ira Ceka Chengzhi Mao Saikat Chakraborty Baishakhi Ray Wei Le 18 10 0 12 Oct 2023
Bias Testing and Mitigation in LLM-based Code Generation Dong Huang Qingwen Bu Jie M. Zhang Xiaofei Xie Junjie Chen Heming Cui 36 20 0 03 Sep 2023
Multi-lingual Evaluation of Code Generation Models Ben Athiwaratkun Sanjay Krishna Gouda Zijian Wang Xiaopeng Li Yuchen Tian ... Baishakhi Ray Parminder Bhatia Sudipta Sengupta Dan Roth Bing Xiang ELM 112 117 0 26 Oct 2022
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation Kaustubh D. Dhole Varun Gangal Sebastian Gehrmann Aadesh Gupta Zhenhao Li ... Tianbao Xie Usama Yaseen Michael A. Yee Jing Zhang Yue Zhang 169 86 0 06 Dec 2021
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq R. Joty S. Hoi 210 1,489 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 196 853 0 09 Feb 2021