公开(公告)号：US20160253309A1

公开(公告)日：2016-09-01

申请号：US15054471

申请日：2016-02-26

Applicant: Sony Corporation

Inventor： Zhiwei ZHAO ,  Kenichiro KOBAYASHI ,  Youzheng WU ,  Keisuke YAMAOKA ,  Yu ZHANG ,  Qingyu YIN ,  Weinan ZHANG ,  Ting LIU

IPC: G06F17/27 ,  G06F17/22

CPC classification number: G06F17/271 ,  G06F17/2863

Abstract: The present disclosure provides an apparatus and method for resolving zero anaphora in Chinese language and a training method. The apparatus includes: a feature vector extracting unit, configured to extract, from an input text, feature vectors which are respectively based on candidate positions of zero pronouns, and a word pair of candidate zero pronoun category and candidate noun for each position of the candidate zero pronouns; and a classifier, configured to input the feature vectors into a joint model, so as to determine the zero pronouns in the text.

Abstract translation: 本公开提供了一种用于解决中文零照明的装置和方法以及一种训练方法。 该装置包括：特征向量提取单元，被配置为从输入文本中提取分别基于零代词的候选位置的特征向量，以及候选者的每个位置的候选零代词类别和候选名词的单词对 零代词 以及分类器，被配置为将特征向量输入到联合模型中，以便确定文本中的零代数。

公开(公告)号：US20170278510A1

公开(公告)日：2017-09-28

申请号：US15399046

申请日：2017-01-05

Applicant: Sony Corporation

Inventor： Zhiwei ZHAO ,  Youzheng WU

IPC: G10L15/06 ,  G10L15/04 ,  G06F17/27 ,  G10L15/16

CPC classification number: G10L15/063 ,  G06F17/2785 ,  G06N3/02 ,  G10L15/04 ,  G10L15/16

Abstract: Provided are an electronic device, a method and a training method for natural language processing. The electronic device for natural language processing includes a processor configured to: for each of words obtained by segmenting a sentence in a training data set, obtain an attention parameter representing correlation between the word and each of one or more words of other words in the sentence, where each of the words is represented by a real vector; and train, based on each of the words in the sentence, information on the attention parameter acquired for the word and label information of the sentence in the training data set, a neural network for sentence classification.