LLM Based Multi-Agent Generation of Semi-structured Documents from Semantic Templates in the Public Administration Domain

arXiv:2402.14871v1 Announce Type: new
Abstract: In the last years' digitalization process, the creation and management of documents in various domains, particularly in Public Administration (PA), have become increasingly complex and diverse. This complexity arises from the need to handle a wide range of document types, often characterized by semi-structured forms. Semi-structured documents present a fixed set of data without a fixed format. As a consequence, a template-based solution cannot be used, as understanding a document requires the extraction of the …

abstract administration agent arxiv become complexity cs.ai cs.cl cs.hc digitalization diverse document documents domain domains llm management multi-agent process public semantic type types