Sign In
insight - Automated program repair using large language models
RepairAgent: An Autonomous, Large Language Model-Based Agent for Automated Program Repair
RepairAgent, an autonomous agent powered by a large language model, can effectively fix real-world software bugs by dynamically interleaving information gathering, repair ingredient search, and fix validation.
Leveraging Large Language Models for Automated Program Repair without Fault Localization
Aligning the output format of large language models (LLMs) to their pre-training objective and allowing them to locate and repair bugs simultaneously can significantly improve their automated program repair (APR) performance without relying on fault localization tools.
A Comprehensive Evaluation of ChatGPT's Automated Program Repair Capabilities on a Novel Benchmark
ChatGPT, a prominent large language model, demonstrates impressive capabilities in automatically repairing buggy programs from a novel benchmark dataset, EvalGPTFix, outperforming state-of-the-art models.
Products | Resources
© 2024 by Linnk AI