Free Open-Source Artificial Intelligence
LakshyAAAgrawal
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1y ago
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100%
Guiding Language Models of Code with Global Context using Monitors
https://nitter.net/LakshyAAAgrawal/status/1671498941009997828cross-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!🚀 (Work w/ @adityakanade0 Navin Goyal @LahiriShuvendu @SriramRajamani @MSFTResearch)
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