山西大学学报（自然科学版）2017，Vol.40Issue(4)：763-770,8.DOI:10.13451/j.cnki.shanxi.univ(nat.sci.).2017.04.014
阅读理解答案预测
Answer Prediction of Reading Comprehension
摘要
Abstract
For the Chinese reading comprehension of college entrance examination,this paper proposed a new method of Answer Prediction based on option-question consistency discriminative model,which jointly identifies the relation of a question,relevant sentences and the option.The model is based on the relevant degree between the text sentences and the question and the support degree between the sentences and the option,and then the united scoring function is defined with the two measures.In which the relevant degree is measured by the distance between the source sentence of the question and an text sentence,and the support degree is measured by three semantic features of sentence similarity,Antisense matching and negative matching.Moreover,three groups of experiments were conducted in nearly 10 years of college entrance examination questions and simulation questions,The experimental results are given to show the effect of this method on the combination of different features and the parameter setting.关键词
高考语文/阅读理解/选项和题干一致性Key words
Chinese college entrance examination/reading comprehension/option-question consistency分类
信息技术与安全科学引用本文复制引用
李茹,马淑晖,张虎,郭少茹..阅读理解答案预测[J].山西大学学报（自然科学版）,2017,40(4):763-770,8.基金项目
国家863计划(2015AA015407) （2015AA015407）
国家自然科学基金(61373082,61502287) （61373082,61502287）
山西省科技基础条件平台建设项目(2014091004-0103) （2014091004-0103）
山西省回国留学人员科研资助项目(2013-015) （2013-015）
中国民航大学信息安全测评中心开放课题基金(CAAC-ISECCA-201402) （CAAC-ISECCA-201402）
山西省高校科技创新项目(201505) （201505）
山西省高等学校科技创新项目(2015104) （2015104）
