Detection report auditing method and device based on large model

The invention relates to the technical field of artificial intelligence, in particular to a detection report auditing method based on a large model, which comprises the following steps: format detection: automatically detecting whether a detection report follows a format specification or not through a rule engine, and outputting the content which does not follow the format specification to a format problem existing in the detection report through an interactive page; data preprocessing: converting unstructured data in the detection report after format detection into a structured data format, and performing table identification on a table in the detection report to obtain a preprocessing result; feature extraction: performing text feature extraction on the preprocessing result to obtain specific information; performing anomaly detection, automatically generating, comparing and analyzing specific information extracted from the text features through a language model, and obtaining an anomaly detection auditing r