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Neuro-Symbolic Regex Synthesis Framework via Neural Example Splitting [article]

Su-Hyeon Kim, Hyunjoon Cheon, Yo-Sub Han, Sang-Ki Ko
2022 arXiv   pre-print
Due to the practical importance of regular expressions (regexes, for short), there has been a lot of research to automatically generate regexes from positive and negative string examples.  ...  For the negative sample, we exploit pre-generated subregexes during the subregex synthesis process and perform the matching against negative strings.  ...  Locascio et al. [2016] Multi-modal Regular Expression Synthesis Most multi-modal synthesis method uses natural language descriptions and positive/negative examples simultaneously to mitigate the ambiguity  ... 
arXiv:2205.11258v1 fatcat:kpdcickmujhzxhqs7pz52t676q