公开(公告)号：US20240265041A1

公开(公告)日：2024-08-08

申请号：US18640448

申请日：2024-04-19

申请人： Pryon Incorporated

发明人： Steven John Rennie ,  Marie Wenzel Meteer ,  David Nahamoo Nahamoo ,  Dominique O'donnell ,  Vaibhava Goel ,  Etienne Marcheret ,  Chul Sung ,  Igor Roditis Jablokov ,  Soonthorn Ativanichayaphong ,  Ajinkya Jitendra Zadbuke ,  Carmi Rothberg ,  Ellen Eide Kislal

IPC分类号： G06F16/332 ,  G06N5/04 ,  G06N20/00

CPC分类号： G06F16/3329 ,  G06N5/04 ,  G06N20/00

摘要： Disclosed are methods, systems, devices, apparatus, media, and other implementations that include a method for document processing (particularly for training of a machine learning question answering platform, and for ingestion of documents). The method includes obtaining a question dataset (e.g., either from public or private repositories of questions) comprising one or more source questions for document processing by a machine learning question-and-answer system that provides answer data in response to question data submitted by a user, modifying a source question from the question dataset to generate one or more augmented questions with equivalent semantic meanings as that of the source question, and processing a document with the one or more augmented questions.