A Survey on Pretrained Language Models for Neural Code Intelligence

20 December 2022

Papers citing "A Survey on Pretrained Language Models for Neural Code Intelligence"

20 / 20 papers shown

Title
Towards an Understanding of Context Utilization in Code Intelligence Yanlin Wang Kefeng Duan Dewu Zheng Ensheng Shi F. Zhang ... Xilin Liu Yuchi Ma Hongyu Zhang Qianxiang Wang Zibin Zheng 29 0 0 11 Apr 2025
A cross-regional review of AI safety regulations in the commercial aviation Penny A. Barr Sohel M. Imroz 44 0 0 12 Feb 2025
GitChameleon: Unmasking the Version-Switching Capabilities of Code Generation Models Nizar Islah Justine Gehring Diganta Misra Eilif B. Muller Irina Rish Terry Yue Zhuo Massimo Caccia SyDa 40 1 0 05 Nov 2024
Brevity is the soul of wit: Pruning long files for code generation Aaditya K. Singh Yu Yang Kushal Tirumala Mostafa Elhoushi Ari S. Morcos SyDa 44 2 0 29 Jun 2024
Structure-aware Fine-tuning for Code Pre-trained Models Jiayi Wu Renyu Zhu Nuo Chen Qiushi Sun Xiang Li Ming Gao 40 2 0 11 Apr 2024
Mercury: A Code Efficiency Benchmark for Code Large Language Models Mingzhe Du A. Luu Bin Ji Qian Liu See-Kiong Ng ALM ELM OffRL 24 6 0 12 Feb 2024
Code Llama: Open Foundation Models for Code Baptiste Rozière Jonas Gehring Fabian Gloeckle Sten Sootla Itai Gat ... Hugo Touvron Louis Martin Nicolas Usunier Thomas Scialom Gabriel Synnaeve ELM ALM 63 1,898 0 24 Aug 2023
Scope is all you need: Transforming LLMs for HPC Code Tal Kadosh N. Hasabnis Vy A. Vo Nadav Schneider Neva Krien ... Ted Willke G. Tamir Yuval Pinter Tim Mattson Gal Oren 18 12 0 18 Aug 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
Lingua Manga: A Generic Large Language Model Centric System for Data Curation Zui Chen Lei Cao Samuel Madden 11 8 0 20 Jun 2023
TransCoder: Towards Unified Transferable Code Representation Learning Inspired by Human Skills Qiushi Sun Nuo Chen J. Wang Xiang Li Ming Gao 26 8 0 23 May 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 31 168 0 19 Dec 2022
Code Recommendation for Open Source Software Developers Yiqiao Jin Yunsheng Bai Yanqiao Zhu Yizhou Sun Wei Wang 30 24 0 15 Oct 2022
ProgPrompt: Generating Situated Robot Task Plans using Large Language Models Ishika Singh Valts Blukis Arsalan Mousavian Ankit Goyal Danfei Xu Jonathan Tremblay D. Fox Jesse Thomason Animesh Garg LM&Ro LLMAG 120 624 0 22 Sep 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
Formal Mathematics Statement Curriculum Learning Stanislas Polu Jesse Michael Han Kunhao Zheng Mantas Baksys Igor Babuschkin Ilya Sutskever AIMat 84 116 0 03 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 253 1,989 0 31 Dec 2020