v1v2 (latest)

Automatic Programming: Large Language Models and Beyond

3 May 2024

Patanamon Thongtanunam

ArXiv (abs)PDF HTML

Papers citing "Automatic Programming: Large Language Models and Beyond"

32 / 32 papers shown

Title
Transferable Foundation Models for Geometric Tasks on Point Cloud Representations: Geometric Neural Operators Blaine Quackenbush P. Atzberger 3DPC AI4CE 132 2 0 06 Mar 2025
Integrating Expert Knowledge into Logical Programs via LLMs Franciszek Górski Oskar Wysocki Marco Valentino André Freitas 428 0 0 17 Feb 2025
WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models Huawen Feng Pu Zhao Qingfeng Sun Can Xu Fangkai Yang ... Qianli Ma Qingwei Lin Saravan Rajmohan Dongmei Zhang Qi Zhang AAML ALM 127 0 0 23 Dec 2024
Mastering the Craft of Data Synthesis for CodeLLMs Meng Chen Philip Arthur Qianyu Feng Cong Duy Vu Hoang Yu-Heng Hong ... Mark Johnson Kemal Kurniawan Don Dharmasiri Long Duong Yuan-Fang Li SyDa 112 1 0 16 Oct 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 67 0 31 Jan 2024
NoFunEval: Funny How Code LMs Falter on Requirements Beyond Functional Correctness Manav Singhal Tushar Aggarwal Abhijeet Awasthi Nagarajan Natarajan Aditya Kanade 62 14 0 29 Jan 2024
CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation Weixiang Yan Haitian Liu Yunkun Wang Yunzhe Li Qian Chen ... Tingyu Lin Weishan Zhao Li Zhu Hari Sundaram Shuiguang Deng ELM LRM 90 37 0 14 Nov 2023
WizardCoder: Empowering Code Large Language Models with Evol-Instruct Ziyang Luo Can Xu Pu Zhao Qingfeng Sun Xiubo Geng Wenxiang Hu Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang ELM SyDa ALM 95 679 0 14 Jun 2023
ChatGPT: A Study on its Utility for Ubiquitous Software Engineering Tasks G. Sridhara Ranjani H.G. Sourav Mazumdar LLMAG ELM AI4MH 35 38 0 26 May 2023
Large Language Models and Simple, Stupid Bugs Kevin Jesse Toufique Ahmed Prem Devanbu Emily Morgan ELM 68 54 0 20 Mar 2023
Conversing with Copilot: Exploring Prompt Engineering for Solving CS1 Problems Using Natural Language Paul Denny Viraj Kumar Nasser Giacaman 64 244 0 27 Oct 2022
CoditT5: Pretraining for Source Code and Natural Language Editing Jiyang Zhang Sheena Panthaplackel Pengyu Nie Junyi Jessy Li Miloš Gligorić KELM 76 91 0 10 Aug 2022
Repository-Level Prompt Generation for Large Language Models of Code Disha Shrivastava Hugo Larochelle Daniel Tarlow 79 141 0 26 Jun 2022
CERT: Continual Pre-Training on Sketches for Library-Oriented Code Generation Daoguang Zan Bei Chen Dejian Yang Zeqi Lin Minsu Kim Bei Guan Yongji Wang Weizhu Chen Jian-Guang Lou 62 121 0 14 Jun 2022
InCoder: A Generative Model for Code Infilling and Synthesis Daniel Fried Armen Aghajanyan Jessy Lin Sida I. Wang Eric Wallace Freda Shi Ruiqi Zhong Wen-tau Yih Luke Zettlemoyer M. Lewis SyDa 69 647 0 12 Apr 2022
Automating Code Review Activities by Large-Scale Pre-training Zhiyu Li Shuai Lu Daya Guo Nan Duan Shailesh Jannu ... Deep Majumder Jared Green Alexey Svyatkovskiy Shengyu Fu Neel Sundaresan VLM 70 150 0 17 Mar 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 143 1,403 0 08 Feb 2022
Assemble Foundation Models for Automatic Code Summarization Jian Gu P. Salza H. Gall 66 35 0 13 Jan 2022
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq Joty Guosheng Lin 289 1,560 0 02 Sep 2021
Program Synthesis with Large Language Models Jacob Austin Augustus Odena Maxwell Nye Maarten Bosma Henryk Michalewski ... Ellen Jiang Carrie J. Cai Michael Terry Quoc V. Le Charles Sutton ELM AIMat ReCod ALM 200 1,986 0 16 Aug 2021
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 233 5,635 0 07 Jul 2021
A Syntax-Guided Edit Decoder for Neural Program Repair Qihao Zhu Zeyu Sun Yuan-an Xiao Wenjie Zhang Kang Yuan Y. Xiong Lu Zhang KELM 95 223 0 15 Jun 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 257 700 0 20 May 2021
Carbon Emissions and Large Neural Network Training David A. Patterson Joseph E. Gonzalez Quoc V. Le Chen Liang Lluís-Miquel Munguía D. Rothchild David R. So Maud Texier J. Dean AI4CE 335 670 0 21 Apr 2021
Unified Pre-training for Program Understanding and Generation Wasi Uddin Ahmad Saikat Chakraborty Baishakhi Ray Kai-Wei Chang 135 769 0 10 Mar 2021
CoreGen: Contextualized Code Representation Learning for Commit Message Generation L. Nie Cuiyun Gao Zhicong Zhong Wai Lam Yang Liu Zenglin Xu 49 49 0 14 Jul 2020
CodeBERT: A Pre-Trained Model for Programming and Natural Languages Zhangyin Feng Daya Guo Duyu Tang Nan Duan Xiaocheng Feng ... Linjun Shou Bing Qin Ting Liu Daxin Jiang Ming Zhou 165 2,637 0 19 Feb 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 608 4,893 0 23 Jan 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 520 42,559 0 03 Dec 2019
TreeGen: A Tree-Based Transformer Architecture for Code Generation Zeyu Sun Qihao Zhu Yingfei Xiong Yican Sun Lili Mou Lu Zhang 60 173 0 22 Nov 2019
SequenceR: Sequence-to-Sequence Learning for End-to-End Program Repair Zimin Chen Steve Kommrusch Michele Tufano L. Pouchet Denys Poshyvanyk Monperrus Martin KELM 68 439 0 24 Dec 2018
TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation Pengcheng Yin Graham Neubig MU 61 232 0 05 Oct 2018