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Why your old Excel spreadsheet is 'legacy code' (and how to fix it)

Transform legacy spreadsheets into maintainable, automated tools that scale and survive the test of time.
IEEE

Let the Code Speak: Incorporating Program Dynamic State for Better Method-Level Fault Localization

Abstract: Fault localization (FL) is a critical but time-consuming part of software debugging. With the improvement of the Large Language Models (LLMs) in their code capabilities, the increasing ...
Microsoft

Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models

Binary code summarization, while invaluable for understanding code semantics, is challenging due to its labor-intensive nature. This study delves into the potential of large language models (LLMs) for ...
IEEE

Comprehensive Fine-Tuning Large Language Models of Code for Automated Program Repair

Abstract: Automated program repair (APR) research has entered the era of large language models (LLM), and researchers have conducted several empirical studies to explore the repair capabilities of ...