CAJ | 학술논문

交互式问答是具备处理系列相关问题以及与用户进行对话式交互的问答技术,是近年来国际上问答技术研究的一个热门方向,但是目前在中文问答领域几乎没有开展相关的研究.实现交互式问答系统首先要判别用户系列问题之间的相关性.该文探讨了提取问题中不同特征对中文交互式问答问题相关检测的作用,并且根据识别出的有效特征采用基于二元分类方法分别对翻译成中文的TREC QA问题集语料和真实的交互式问答语料进行问题相关检测实验,实验结果显示该文的方法获得了较好的问题相关检测效果.
교호식문답시구비처리계렬상관문제이급여용호진행대화식교호적문답기술,시근년래국제상문답기술연구적일개열문방향,단시목전재중문문답영역궤호몰유개전상관적연구.실현교호식문답계통수선요판별용호계렬문제지간적상관성.해문탐토료제취문제중불동특정대중문교호식문답문제상관검측적작용,병차근거식별출적유효특정채용기우이원분류방법분별대번역성중문적TREC QA문제집어료화진실적교호식문답어료진행문제상관검측실험,실험결과현시해문적방법획득료교호적문제상관검측효과.
Interactive question answering (IQA) is a kind of QA technology that is able to process a series of coherent questions and interact with users by the means of dialogue. Being a hot research topic in the area of QA,though. IQA is less touched in Chinese to our knowledge. An important problem in a typical IQA system is the relevance recognition among a series of questions. This paper analyzes the effectiveness of different features extracted from questions on relevance recognition of question in Chinese IQA. Based on the key features detected, we experiment the Binary Classification model on the TREC QA task question set that was translated to Chinese, as well as a real IQA question set. Experimental results show that the proposed method is effective.