Large Language Models for Code Analysis: Do LLMs Really Do Their Job? — mentioned by PaulHoule

Wed, 25 Oct 2023 22:26:27 GMT

I could swear I saw this the other day but I couldn’t find it in YOShInOn, here is an older paper which gets results like this for C/C++ but does a lot better with R, see Figure 1 https://arxiv.org/pdf/2308.04477.pdf The results of this kind of eval could be across the board, you could pick out a set of examples worse than what I said (Games, C++) or pick one out that is really good (Algorithms, Ruby) There was this one also https://arxiv.org/abs/2310.12357 which showed some pitfalls…. In some case the LLM could say which project the source code was from which meant it had seen it in the…

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Large Language Models for Code Analysis: Do LLMs Really Do Their Job? — mentioned by PaulHoule