Natural Language Generation and Understanding of Big Code for AI-Assisted Programming: A Review

4 July 2023

Papers citing "Natural Language Generation and Understanding of Big Code for AI-Assisted Programming: A Review"

35 / 35 papers shown

Title
CAD-Llama: Leveraging Large Language Models for Computer-Aided Design Parametric 3D Model Generation Jiahao Li Weijian Ma Xueyang Li Yunzhong Lou G. Zhou Xiangdong Zhou 32 0 0 07 May 2025
Aligning Crowd-sourced Human Feedback for Reinforcement Learning on Code Generation by Large Language Models M. Wong C. Tan ALM 83 4 0 19 Mar 2025
The Impact of Generative AI Coding Assistants on Developers Who Are Visually Impaired Claudia Flores-Saviaga Benjamin V. Hanrahan Kashif Imteyaz Steven Clarke Saiph Savage 42 0 0 10 Mar 2025
StatLLM: A Dataset for Evaluating the Performance of Large Language Models in Statistical Analysis Xinyi Song Lina Lee Kexin Xie Xueying Liu Xinwei Deng Yili Hong ALM ELM 145 0 0 24 Feb 2025
Optimizing AI-Assisted Code Generation Simon Torka Sahin Albayrak 70 0 0 14 Dec 2024
Contextual Augmented Multi-Model Programming (CAMP): A Hybrid Local-Cloud Copilot Framework Yuchen Wang Shangxin Guo C. Tan 32 0 0 20 Oct 2024
From Solitary Directives to Interactive Encouragement! LLM Secure Code Generation by Natural Language Prompting Shigang Liu Bushra Sabir Seung Ick Jang Yuval Kansal Yansong Gao Kristen Moore A. Abuadbba Surya Nepal 30 2 0 18 Oct 2024
Understanding the Human-LLM Dynamic: A Literature Survey of LLM Use in Programming Tasks Deborah Etsenake Meiyappan Nagappan 38 6 0 01 Oct 2024
What's Wrong with Your Code Generated by Large Language Models? An Extensive Study Shihan Dou Haoxiang Jia Shenxi Wu Huiyuan Zheng Weikang Zhou ... Xunliang Cai Tao Gui Xipeng Qiu Qi Zhang Xuanjing Huang 28 32 0 08 Jul 2024
A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations Md Tahmid Rahman Laskar Sawsan Alqahtani M Saiful Bari Mizanur Rahman Mohammad Abdullah Matin Khan ... Chee Wei Tan Md. Rizwan Parvez Enamul Hoque Shafiq R. Joty Jimmy Huang ELM ALM 27 27 0 04 Jul 2024
A GPT-based Code Review System for Programming Language Learning Lee Dong-Kyu 23 2 0 21 Jun 2024
Materials science in the era of large language models: a perspective Ge Lei Ronan Docherty Samuel J. Cooper 45 18 0 11 Mar 2024
Exploring the Limitations of Large Language Models in Compositional Relation Reasoning Jinman Zhao Xueyan Zhang BDL LRM 30 4 0 05 Mar 2024
InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment Jianing Wang Junda Wu Yupeng Hou Yao Liu Ming Gao Julian McAuley 25 32 0 13 Feb 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
If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents Ke Yang Jiateng Liu John Wu Chaoqi Yang Yi Ren Fung ... Xu Cao Xingyao Wang Yiquan Wang Heng Ji Chengxiang Zhai LLMAG ELM 23 73 0 01 Jan 2024
Large Language Model-Driven Classroom Flipping: Empowering Student-Centric Peer Questioning with Flipped Interaction Chee Wei Tan AI4Ed 33 8 0 14 Nov 2023
Can LLMs Patch Security Issues? Kamel Alrashedy Abdullah Aljasser Pradyumna Tambwekar Matthew Gombolay AAML 21 6 0 13 Nov 2023
Exploring Large Language Models for Code Explanation Paheli Bhattacharya Manojit Chakraborty Kartheek N S N Palepu Vikas Pandey Ishan Dindorkar Rakesh Rajpurohit Rishabh Gupta 24 10 0 25 Oct 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 39 322 0 21 Aug 2023
Copilot for Xcode: Exploring AI-Assisted Programming by Prompting Cloud-based Large Language Models C. Tan Shangxin Guo M. Wong Ching Nam Hang 22 10 0 08 Jul 2023
xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval Mohammad Abdullah Matin Khan M Saiful Bari Xuan Long Do Weishi Wang Md. Rizwan Parvez Shafiq R. Joty ALM ELM 32 14 0 06 Mar 2023
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning Hung Le Yue Wang Akhilesh Deepak Gotmare Silvio Savarese S. Hoi SyDa ALM 129 237 0 05 Jul 2022
Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models of Source Code Changan Niu Chuanyi Li Bin Luo Vincent Ng SyDa VLM 47 48 0 24 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,915 0 04 Mar 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 202 624 0 20 May 2021
CURE: Code-Aware Neural Machine Translation for Automatic Program Repair Nan Jiang Thibaud Lutellier Lin Tan NAI 150 289 0 26 Feb 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
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 280 1,587 0 18 Sep 2019
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 323 4,203 0 23 Aug 2019
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 239 31,257 0 16 Jan 2013