Abstract: Document generation systems may receive a user request from a user to generate a document. For example, the document to be generated by a document generation system may generate the document based on the intent expressed within the user request. The document generation system may generate the document based on structured information that describes the type of document to be generated, for example.

Abstract: Disclosed, among other things, are methods for legal file generation, which may extract domains, entities, or intents from a plurality of sources for practical applications of legal drafting or other tasks. Legal file generation may integrate human-in-the-loop (HITL) feedback, novel deep learning networks, NLG, and conversational AI, for example, to provide improved accuracy and efficiency in the provision of legal services.