Can LLMs Replace Manual Annotation of Software Engineering Artifacts?

Can LLMs Replace Manual Annotation of Software Engineering Artifacts?

10 August 2024

Premkumar Devanbu

Christoph Treude

Papers citing "Can LLMs Replace Manual Annotation of Software Engineering Artifacts?"

8 / 8 papers shown

Title
AI-Mediated Code Comment Improvement Maria Dhakal Chia-Yi Su Robert Wallace Chris Fakhimi Aakash Bansal Toby Jia-Jun Li Yu Huang Collin McMillan SyDa 24 0 0 13 May 2025
Code Red! On the Harmfulness of Applying Off-the-shelf Large Language Models to Programming Tasks Ali Al-Kaswan Sebastian Deatc Begüm Koç A. van Deursen M. Izadi AAML 45 0 0 02 Apr 2025
A Little Human Data Goes A Long Way Dhananjay Ashok Jonathan May SyDa 41 2 0 17 Oct 2024
SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering John Yang Carlos E. Jimenez Alexander Wettig K. Lieret Shunyu Yao Karthik Narasimhan Ofir Press LLMAG 103 194 0 06 May 2024
AutoCodeRover: Autonomous Program Improvement Yuntong Zhang Haifeng Ruan Zhiyu Fan Abhik Roychoudhury 53 52 0 08 Apr 2024
CoverUp: Effective High Coverage Test Generation for Python Juan Altmayer Pizzorno E. Berger 40 25 0 24 Mar 2024
Few-shot training LLMs for project-specific code-summarization Toufique Ahmed Prem Devanbu 182 213 0 09 Jul 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 395 8,559 0 28 Jan 2022