公开(公告)号：US20240281487A1

公开(公告)日：2024-08-22

申请号：US18443838

申请日：2024-02-16

Applicant: Snowflake Inc.

Inventor： Rahil Bathwal ,  Daniel Fernando Campos ,  Ashwin Devaraj ,  Seth Michael Li ,  Muhua Ngan ,  Vivek Raghunathan ,  Sridhar Ramaswamy ,  Rajhans Samdani ,  Chiu Wah So ,  Nitya Kannan Tarakad

IPC: G06F16/9538 ,  G06F16/93 ,  G06F16/955

CPC classification number: G06F16/9538 ,  G06F16/93 ,  G06F16/9558

Abstract: Enhanced search results are generated using multi-document summarization. A multi-document summarization system receives a search query from a user and retrieves a plurality of search result documents based on the search query. The summarization system generates a summary of each of the plurality of search result documents using distinct per-document summarization machine learning models, where the distinct per-document summarization machine learning models are trained on a training dataset. The summarization system synthesizes the summary of each of the plurality of search result documents into a single-consolidated answer responsive to the received search query. The multi-document summarization system formats the single-consolidated answer to include citations to the plurality of search result documents.