The invention discloses a
community correction investigation and evaluation intelligent
processing method and
system based on an LLM
large model, and relates to the technical field of intelligent
information processing, and the method comprises the specific steps of element extraction,
information fusion, intelligent research and judgment, compliance
verification and auditing and archiving. According to the method, element extraction and
information fusion operation is executed through an LLM
large model trained by corpora in the
community correction field, core information is extracted from survey and evaluation entrusting materials, logic association is established, then a standardized questionnaire is generated based on the core information, meanwhile, semantic coding and association integration are performed on multi-source heterogeneous data, and therefore, a standardized questionnaire is generated. Then constructing a Prompt
template library and carrying out intelligent research and judgment and compliance
verification in combination with an LLM
large model, determining unified evaluation dimensions and rules according to
community correction work requirements, completing multi-dimensional quantitative scoring through the LLM large model, and splitting an
evaluation conclusion into feature items and standard texts to carry out comparison
verification; and
standardization of the evaluation process and
automation of compliance verification are realized.