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An interesting paper on using #LLM for automated code repair from Wei et al. https://arxiv.org/abs/2309.00608 #SE
Here (https://arxiv.org/pdf/2308.15276.pdf) is an excellent paper by Wu et al. about using LLMs for fault localization. It seems that LLMs are better at fault localization than SBFL techniques Jaccard, Tarantula, Ochiai, OP2, Dstar, MBFL and SmartFL by about 50%. #LLM #SE
An interesting paper on the usage of #LLM in #SE by Hou et al. -- "Large Language Models for Software Engineering: A Systematic Literature Review" https://arxiv.org/abs/2308.10620
LLMs can be transformative in software engineering, and this paper does a good job in reviewing the state-of-the-art.