Learning Performance-Improving Code Edits

Learning Performance-Improving Code Edits

15 February 2023

Jacob R. Gardner

Graham Neubig

Parthasarathy Ranganathan

Amir Yazdanbakhsh

Papers citing "Learning Performance-Improving Code Edits"

14 / 14 papers shown

Title
An Interpretable Automated Mechanism Design Framework with Large Language Models Jiayuan Liu Mingyu Guo Vincent Conitzer 72 0 0 16 Feb 2025
LLM Program Optimization via Retrieval Augmented Search Sagnik Anupam Alexander Shypula Osbert Bastani 123 1 0 31 Jan 2025
CursorCore: Assist Programming through Aligning Anything Hao Jiang Qi Liu Rui Li Shengyu Ye Shijin Wang 45 1 0 09 Oct 2024
CodeV: Empowering LLMs with HDL Generation through Multi-Level Summarization Yang Zhao Di Huang Chongxiao Li Pengwei Jin Ziyuan Nan ... Rui Zhang Xingui Hu Yunji Chen Qi Guo Xing Hu 64 22 0 15 Jul 2024
Prompting Techniques for Secure Code Generation: A Systematic Investigation Catherine Tony Nicolás E. Díaz Ferreyra Markus Mutas Salem Dhiff Riccardo Scandariato SILM 62 9 0 09 Jul 2024
CodeEditorBench: Evaluating Code Editing Capability of Large Language Models Jiawei Guo Ziming Li Xueling Liu Kaijing Ma Tianyu Zheng ... Xingwei Qu Xiang Yue Ge Zhang Wenhu Chen Jie Fu KELM 57 12 0 04 Apr 2024
Deduplicating and Ranking Solution Programs for Suggesting Reference Solutions Atsushi Shirafuji Yutaka Watanobe 19 1 0 16 Jul 2023
Scratch Copilot Evaluation: Assessing AI-Assisted Creative Coding for Families Stefania Druga Nancy Otero AI4Ed 11 5 0 17 May 2023
DeepPERF: A Deep Learning-Based Approach For Improving Software Performance Spandan Garg Roshanak Zilouchian Moghaddam Colin B. Clement Neel Sundaresan Chen Henry Wu 29 7 0 27 Jun 2022
A Systematic Evaluation of Large Language Models of Code Frank F. Xu Uri Alon Graham Neubig Vincent J. Hellendoorn ELM ALM 196 624 0 26 Feb 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 8,261 0 28 Jan 2022
Learning to Superoptimize Real-world Programs Alex Shypula Pengcheng Yin Jeremy Lacomis Claire Le Goues Edward N. Schwartz Graham Neubig NAI 107 10 0 28 Sep 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 190 853 0 09 Feb 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,296 0 17 Jan 2021