The invention discloses an
unstructured data report filling method and
system based on a large
language model, and belongs to the technical field of
artificial intelligence, and the method comprises the steps: preprocessing
unstructured data, and generating preprocessed unstructured text data; based on the preprocessed unstructured text data, constructing and executing a semantic structured extraction chain;
field mapping and report template binding are carried out based on the constructed semantic structured extraction chain, and a
field mapping rule is established; based on a
field mapping rule, automatically generating and filling a report, and automatically generating the report according to the extracted structured data; and interpretable proofreading and manual auditing are carried out on the automatically generated report. According to the method, implicit information can be accurately extracted, and semantic
inference and association are supported; automatic report filling is achieved, and the manual arrangement
workload is remarkably reduced; and the output is explainable, and each field can be positioned to the original text, so that the auditing credibility is improved.