Title
LeDex: Training LLMs to Better Self-Debug and Explain Code Nan Jiang Xiaopeng Li Shiqi Wang Qiang Zhou Soneya Binta Hossain Baishakhi Ray Varun Kumar Xiaofei Ma Anoop Deoras LRM 142 16 0 17 Feb 2025
Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning Xiaohu Du Ming Wen Jiahao Zhu Zifan Xie Shezheng Song Bin Ji Xuanhua Shi Hai Jin 71 15 0 06 Jun 2024
ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation Houxing Ren Mingjie Zhan Zhongyuan Wu Aojun Zhou Junting Pan Hongsheng Li SyDa 82 7 0 27 May 2024
Calibration of Large Language Models on Code Summarization Yuvraj Virk Prem Devanbu Toufique Ahmed 86 10 0 30 Apr 2024
Code-Aware Prompting: A study of Coverage Guided Test Generation in Regression Setting using LLM Gabriel Ryan Siddhartha Jain Mingyue Shang Shiqi Wang Xiaofei Ma M. K. Ramanathan Baishakhi Ray LRM 49 65 0 31 Jan 2024
TACO: Topics in Algorithmic COde generation dataset Rongao Li Jie Fu Bo Zhang Tao Huang Zhihong Sun Chen Lyu Guang Liu Zhi Jin Moe 56 45 0 22 Dec 2023
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules Hung Le Hailin Chen Amrita Saha Akash Gokul Doyen Sahoo Shafiq Joty LRM 69 43 0 13 Oct 2023
RRHF: Rank Responses to Align Language Models with Human Feedback without tears Zheng Yuan Hongyi Yuan Chuanqi Tan Wei Wang Songfang Huang Feiran Huang ALM 159 374 0 11 Apr 2023
SantaCoder: don't reach for the stars! Loubna Ben Allal Raymond Li Denis Kocetkov Chenghao Mou Christopher Akiki ... Sean M. Hughes Daniel Fried Arjun Guha H. D. Vries Leandro von Werra 151 195 0 09 Jan 2023
Conversing with Copilot: Exploring Prompt Engineering for Solving CS1 Problems Using Natural Language Paul Denny Viraj Kumar Nasser Giacaman 62 244 0 27 Oct 2022
Competition-Level Code Generation with AlphaCode Yujia Li David Choi Junyoung Chung Nate Kushman Julian Schrittwieser ... Esme Sutherland Robson Pushmeet Kohli Nando de Koray Kavukcuoglu Oriol Vinyals 138 1,403 0 08 Feb 2022
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 231 5,539 0 07 Jul 2021
Measuring Coding Challenge Competence With APPS Dan Hendrycks Steven Basart Saurav Kadavath Mantas Mazeika Akul Arora ... Collin Burns Samir Puranik Horace He Basel Alomair Jacob Steinhardt ELM AIMat ALM 251 681 0 20 May 2021
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 499 19,065 0 20 Jul 2017