Large Language Models for Test-Free Fault Localization

Large Language Models for Test-Free Fault Localization

3 October 2023

Aidan Z. H. Yang

Claire Le Goues

Vincent J. Hellendoorn

Papers citing "Large Language Models for Test-Free Fault Localization"

11 / 11 papers shown

Title
Frontier AI's Impact on the Cybersecurity Landscape Wenbo Guo Yujin Potter Tianneng Shi Zhun Wang Andy Zhang Dawn Song 45 1 0 07 Apr 2025
Integrating Various Software Artifacts for Better LLM-based Bug Localization and Program Repair Qiong Feng Xiaotian Ma Jiayi Sheng Ziyuan Feng Wei Song Peng Liang 86 0 0 05 Dec 2024
Are Large Language Models Memorizing Bug Benchmarks? Daniel Ramos Claudia Mamede Kush Jain Paulo Canelas Catarina Gamboa Claire Le Goues PILM ELM 92 6 0 20 Nov 2024
ANVIL: Anomaly-based Vulnerability Identification without Labelled Training Data Weizhou Wang Eric Liu Xiangyu Guo Xiao Hu Ilya Grishchenko David Lie 25 1 0 28 Aug 2024
Agentless: Demystifying LLM-based Software Engineering Agents Chunqiu Steven Xia Yinlin Deng Soren Dunn Lingming Zhang LLMAG 32 78 0 01 Jul 2024
IRIS: LLM-Assisted Static Analysis for Detecting Security Vulnerabilities Ziyang Li Saikat Dutta Mayur Naik 38 40 0 27 May 2024
When LLMs Meet Cybersecurity: A Systematic Literature Review Jie Zhang Haoyu Bu Hui Wen Yu Chen Lun Li Hongsong Zhu 24 36 0 06 May 2024
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 203 2,232 0 22 Mar 2023
A Systematic Evaluation of Large Language Models of Code Frank F. Xu Uri Alon Graham Neubig Vincent J. Hellendoorn ELM ALM 193 624 0 26 Feb 2022
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 242 1,977 0 31 Dec 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 220 4,424 0 23 Jan 2020