An Empirical Evaluation of Using Large Language Models for Automated
Unit Test Generation

An Empirical Evaluation of Using Large Language Models for Automated Unit Test Generation

13 February 2023

Papers citing "An Empirical Evaluation of Using Large Language Models for Automated Unit Test Generation"

16 / 16 papers shown

Title
WIP: Assessing the Effectiveness of ChatGPT in Preparatory Testing Activities Susmita Haldar Mary Pierce Luiz Fernando Capretz 44 1 0 05 Mar 2025
Otter: Generating Tests from Issues to Validate SWE Patches Toufique Ahmed Jatin Ganhotra Rangeet Pan Avraham Shinnar Saurabh Sinha Martin Hirzel 80 0 0 07 Feb 2025
Learning to Generate Unit Tests for Automated Debugging Archiki Prasad Elias Stengel-Eskin Justin Chih-Yao Chen Zaid Khan Joey Tianyi Zhou ELM 88 1 0 03 Feb 2025
Agentic Bug Reproduction for Effective Automated Program Repair at Google Runxiang Cheng Michele Tufano Jürgen Cito J. Cambronero Pat Rondon Renyao Wei Aaron Sun S. Chandra 47 0 0 03 Feb 2025
Mutation-Guided LLM-based Test Generation at Meta Christopher Foster Abhishek Gulati Mark Harman Inna Harper Ke Mao Jillian Ritchey Hervé Robert Shubho Sengupta 38 2 0 22 Jan 2025
Treefix: Enabling Execution with a Tree of Prefixes Beatriz Souza Michael Pradel 42 1 0 21 Jan 2025
Can LLM Generate Regression Tests for Software Commits? Jing Liu Seongmin Lee Eleonora Losiouk Marcel Böhme 41 0 0 19 Jan 2025
A Survey of Research in Large Language Models for Electronic Design Automation Jingyu Pan Guanglei Zhou Chen-Chia Chang Isaac Jacobson Jiang Hu Yuxiao Chen 71 2 0 17 Jan 2025
Human-In-the-Loop Software Development Agents Wannita Takerngsaksiri Jirat Pasuksmit Patanamon Thongtanunam C. Tantithamthavorn Ruixiong Zhang Fan Jiang Jing Li Evan Cook K. Chen Ming Wu LLMAG 106 2 0 19 Nov 2024
Evaluating the Ability of Large Language Models to Generate Verifiable Specifications in VeriFast Marilyn Rego Wen Fan Xin Hu Sanya Dod Zhaorui Ni Danning Xie Jenna DiVincenzo Lin Tan LRM 40 1 0 04 Nov 2024
Can LLMs Replace Manual Annotation of Software Engineering Artifacts? Toufique Ahmed Premkumar Devanbu Christoph Treude Michael Pradel 74 11 0 10 Aug 2024
Performance-Aligned LLMs for Generating Fast Code Daniel Nichols Pranav Polasam Harshitha Menon Aniruddha Marathe T. Gamblin A. Bhatele 35 8 0 29 Apr 2024
UniTSyn: A Large-Scale Dataset Capable of Enhancing the Prowess of Large Language Models for Program Testing Yifeng He Jiabo Huang Yuyang Rong Yiwen Guo Ethan Wang Hao Chen 26 4 0 04 Feb 2024
The Landscape and Challenges of HPC Research and LLMs Le Chen Nesreen K. Ahmed Akashnil Dutta Arijit Bhattacharjee Sixing Yu ... Vy A. Vo J. P. Muñoz Ted Willke Tim Mattson Ali Jannesari AI4CE 48 20 0 03 Feb 2024
LLM4DV: Using Large Language Models for Hardware Test Stimuli Generation Zixi Zhang Greg Chadwick Hugo McNally Yiren Zhao Robert D. Mullins Jianyi Cheng Robert Mullins Yiren Zhao 26 19 0 06 Oct 2023
Reinforcement Learning from Automatic Feedback for High-Quality Unit Test Generation Benjamin Steenhoek Michele Tufano Neel Sundaresan Alexey Svyatkovskiy OffRL ALM 52 17 0 03 Oct 2023