this post was submitted on 21 Jun 2023
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Free Open-Source Artificial Intelligence

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Guiding Language Models of Code with Global Context using Monitors (nitter.net)
submitted 2 years ago by [email protected] to c/[email protected]
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cross-posted from: https://kbin.social/m/ArtificialIntelligence/t/70565

LLMs often hallucinate incorrect names, especially in private codebases. We introduce Monitor-Guided Decoding (MGD)-guide LMs to generate compilable code with correct symbol names more reliably!๐Ÿš€ (Work w/ @adityakanade0 Navin Goyal @LahiriShuvendu @SriramRajamani @MSFTResearch)

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