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This week I'm in #Montreal to present at #SANER2025 recent joint work with A. Gurioli and M. Gabrielli, on how to recognize AI-generated code. Key differences in our results wrt the state-of-the-art are: (1) a multilingual approach that supports 10 different programming languages, and (2) a fully #reproducible pipeline based on both #OpenWeight and #OpenData self-hosted LLMs. Talk info and #OpenAccess preprint at: https://conf.researchr.org/details/saner-2025/saner-2025-papers/36/Is-This-You-LLM-Recognizing-AI-written-Programs-with-Multilingual-Code-Stylometry
conf.researchr.orgIs This You, LLM? Recognizing AI-written Programs with Multilingual Code Stylometry (SANER 2025 - Research Papers) - SANER 2025The IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER) is the premier event on the theory and practice of recovering information from existing software and systems. The event explores innovative methods to extract the many kinds of information that can be recovered from software, software engineering documents, and systems artifacts, and examines innovative ways of using this information in system renewal and program understanding.
SANER promotes discussion and interaction among researchers and practitioners about the development of maintainable system ...
If you're at #SANER2025 and interested in this, feel free to reach out to either me or Andrea to discuss more!