From the 1 of 3 linked papers with an AI index.
3 papers
Tangling Pull Requests: Curating a Commit Untangling Dataset from Merged PRs
Yuki Ueno, Profir-Petru Pârţachi, Takashi Kobayashi
The paper presents a method to automatically build a large dataset of tangled and untangled commits by extracting and filtering commits from merged pull requests, showing that this…
Hallucination Inspector: A Fact-Checking Judge for API Migration
Marcos Tileria, Santanu Kumar Dash, Profir-Petru Pârţachi +1
Large Language Models (LLMs) are increasingly deployed in automated software engineering for tasks such as API migration. While LLMs are able to identify migration patterns, they o…
Bringing Structure to Naturalness: On the Naturalness of ASTs
Profir-Petru Pârţachi, Mahito Sugiyama
Source code comes in different shapes and forms. Previous research has already shown code to be more predictable than natural language as well as highlighted its statistical predic…