Towards Generating Functionally Correct Code Edits from Natural Language
Issue Descriptions

Towards Generating Functionally Correct Code Edits from Natural Language Issue Descriptions

7 April 2023

Saikat Chakraborty

Madan Musuvathi

Shuvendu K. Lahiri

Papers citing "Towards Generating Functionally Correct Code Edits from Natural Language Issue Descriptions"

17 / 17 papers shown

Title
Can Language Models Serve as Text-Based World Simulators? Ruoyao Wang Graham Todd Ziang Xiao Xingdi Yuan Marc-Alexandre Côté Peter Clark Peter Alexander Jansen LLMAG 33 16 0 10 Jun 2024
NExT: Teaching Large Language Models to Reason about Code Execution Ansong Ni Miltiadis Allamanis Arman Cohan Yinlin Deng Kensen Shi Charles Sutton Pengcheng Yin ReLM LRM 26 34 0 23 Apr 2024
CigaR: Cost-efficient Program Repair with LLMs Dávid Hidvégi K. Etemadi Sofia Bobadilla Martin Monperrus 15 20 0 09 Feb 2024
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 24 455 0 10 Oct 2023
LLM for SoC Security: A Paradigm Shift Dipayan Saha Shams Tarek Katayoon Yahyaei S. Saha Jingbo Zhou M. Tehranipoor Farimah Farahmandi 54 46 0 09 Oct 2023
Can Large Language Models Transform Natural Language Intent into Formal Method Postconditions? Madeline Endres Sarah Fakhoury Saikat Chakraborty Shuvendu K. Lahiri 17 22 0 03 Oct 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 25 322 0 21 Aug 2023
OctoPack: Instruction Tuning Code Large Language Models Niklas Muennighoff Qian Liu A. Zebaze Qinkai Zheng Binyuan Hui Terry Yue Zhuo Swayam Singh Xiangru Tang Leandro von Werra Shayne Longpre VLM ALM 60 117 0 14 Aug 2023
A Lightweight Framework for High-Quality Code Generation Mohammed Latif Siddiq B.K. Casey Joanna C. S. Santos 36 17 0 17 Jul 2023
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey Chen Ling Xujiang Zhao Jiaying Lu Chengyuan Deng Can Zheng ... Chris White Quanquan Gu Jian Pei Carl Yang Liang Zhao ALM 21 126 0 30 May 2023
Enhancing Automated Program Repair through Fine-tuning and Prompt Engineering Rishov Paul Md. Mohib Hossain Mohammed Latif Siddiq Masum Hasan Anindya Iqbal Joanna C. S. Santos KELM 27 11 0 16 Apr 2023
Bidirectional Language Models Are Also Few-shot Learners Ajay Patel Bryan Li Mohammad Sadegh Rasooli Noah Constant Colin Raffel Chris Callison-Burch LRM 62 45 0 29 Sep 2022
Interactive Code Generation via Test-Driven User-Intent Formalization Shuvendu K. Lahiri Sarah Fakhoury Aaditya Naik Georgios Sakkas Saikat Chakraborty ... Piali Choudhury Curtis von Veh J. Inala Chenglong Wang Jianfeng Gao 11 63 0 11 Aug 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 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 303 11,881 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,402 0 28 Jan 2022
CURE: Code-Aware Neural Machine Translation for Automatic Program Repair Nan Jiang Thibaud Lutellier Lin Tan NAI 132 233 0 26 Feb 2021