公开(公告)号：US20160358072A1

公开(公告)日：2016-12-08

申请号：US15172074

申请日：2016-06-02

Applicant: Google Inc.

Inventor： Karl Moritz Hermann ,  Tomas Kocisky ,  Edward Thomas Grefenstette ,  Lasse Espeholt ,  William Thomas Kay ,  Mustafa Suleyman ,  Philip Blunsom

IPC: G06N3/08 ,  G06F3/0484

CPC classification number: G06N3/08 ,  G06F3/0484 ,  G06N3/0427 ,  G06N3/0445 ,  G06N3/0454

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for selecting answers to questions about documents. One of the methods includes receiving a document comprising a plurality of document tokens; receiving a question associated with the document, the question comprising a plurality of question tokens; processing the document tokens and the question tokens using a reader neural network to generate a joint numeric representation of the document and the question; and selecting, from the plurality of document tokens, an answer to the question using the joint numeric representation of the document and the question.

Abstract translation: 方法，系统和装置，包括在计算机存储介质上编码的计算机程序，用于选择关于文件的问题的答案。 其中一种方法包括接收包括多个文档令牌的文档; 接收与文档相关联的问题，该问题包括多个问题令牌; 使用读取器神经网络处理文档令牌和问题令牌以生成文档和问题的联合数字表示; 以及使用所述文档和所述问题的联合数字表示从所述多个文档令牌中选择所述问题的答案。