CERT: Continual Pre-Training on Sketches for Library-Oriented Code Generation

14 June 2022

Daoguang Zan

Papers citing "CERT: Continual Pre-Training on Sketches for Library-Oriented Code Generation"

22 / 72 papers shown

Title
Data Contamination Through the Lens of Time Manley Roberts Himanshu Thakur Christine Herlihy Colin White Samuel Dooley 84 31 0 16 Oct 2023
Large Language Model-Aware In-Context Learning for Code Generation Jia Li Ge Li Chongyang Tao Jia Li Huangzhao Zhang Fang Liu Zhi Jin 51 28 0 15 Oct 2023
SWE-bench: Can Language Models Resolve Real-World GitHub Issues? Carlos E. Jimenez John Yang Alexander Wettig Shunyu Yao Kexin Pei Ofir Press Karthik Narasimhan ELM 34 469 0 10 Oct 2023
Zero-Shot Detection of Machine-Generated Codes Xianjun Yang Kexun Zhang Haifeng Chen Linda R. Petzold William Yang Wang Wei Cheng DeLMO 23 11 0 08 Oct 2023
OpenAi's GPT4 as coding assistant Lefteris Moussiades G. Zografos LM&MA ELM 24 1 0 22 Sep 2023
Bias Testing and Mitigation in LLM-based Code Generation Dong Huang Qingwen Bu Jie M. Zhang Xiaofei Xie Junjie Chen Heming Cui 45 20 0 03 Sep 2023
Can Programming Languages Boost Each Other via Instruction Tuning? Daoguang Zan Ailun Yu Bo Shen Jiaxin Zhang Taihong Chen ... B. Chen Jichuan Ji Yafen Yao Yongji Wang Qianxiang Wang ALM 17 8 0 31 Aug 2023
BioCoder: A Benchmark for Bioinformatics Code Generation with Large Language Models Xiangru Tang Bill Qian Rick Gao Jiakang Chen Xinyun Chen Mark B. Gerstein 23 11 0 31 Aug 2023
Large Language Models for Software Engineering: A Systematic Literature Review Xinying Hou Yanjie Zhao Yue Liu Zhou Yang Kailong Wang Li Li Xiapu Luo David Lo John C. Grundy Haoyu Wang 39 323 0 21 Aug 2023
PanGu-Coder2: Boosting Large Language Models for Code with Ranking Feedback Bo Shen Jiaxin Zhang Taihong Chen Daoguang Zan Bing Geng ... Ailun Yu Jichuan Ji Jingyang Zhao Yuenan Guo Qianxiang Wang ALM ELM 38 73 0 27 Jul 2023
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 42 78 0 04 Jul 2023
Do Large Language Models Pay Similar Attention Like Human Programmers When Generating Code? Bonan Kou Shengmai Chen Zhijie Wang Lei Ma Tianyi Zhang ALM 11 13 0 02 Jun 2023
The "code'' of Ethics:A Holistic Audit of AI Code Generators Wanlun Ma Yiliao Song Minhui Xue Sheng Wen Yang Xiang 27 4 0 22 May 2023
Self-Edit: Fault-Aware Code Editor for Code Generation Kechi Zhang Zhuo Li Jia Li Ge Li Zhi Jin 46 95 0 06 May 2023
Improving Code Generation by Training with Natural Language Feedback Angelica Chen Jérémy Scheurer Tomasz Korbak Jon Ander Campos Jun Shern Chan Samuel R. Bowman Kyunghyun Cho Ethan Perez SyDa ALM AI4CE 31 76 0 28 Mar 2023
Large Language Models Meet NL2Code: A Survey Daoguang Zan B. Chen Fengji Zhang Di Lu Bingchao Wu Bei Guan Yongji Wang Jian-Guang Lou ELM ALM 31 170 0 19 Dec 2022
When Language Model Meets Private Library Daoguang Zan Bei Chen Zeqi Lin Bei Guan Yongji Wang Jian-Guang Lou ALM 74 71 0 31 Oct 2022
A Systematic Evaluation of Large Language Models of Code Frank F. Xu Uri Alon Graham Neubig Vincent J. Hellendoorn ELM ALM 204 631 0 26 Feb 2022
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq R. Joty S. Hoi 235 1,489 0 02 Sep 2021
Measuring Coding Challenge Competence With APPS Dan Hendrycks Steven Basart Saurav Kadavath Mantas Mazeika Akul Arora ... Collin Burns Samir Puranik Horace He D. Song Jacob Steinhardt ELM AIMat ALM 208 624 0 20 May 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 198 1,105 0 09 Feb 2021
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 256 1,996 0 31 Dec 2020