TPE를 이용한 Triplet 추출 기반 질의응답 시스템

Question Answering System based on Triplet Extraction using TPE

초록

To implement question and answering system effectively, it is important to semantically analyze sentences in text corpus and find an exact answer to the question. In this paper, we suggest high-performance question and answering system that can efficiently extract desired information as triplet from sentence using Tree Pattern Expression(TPE). By using TPE, it is possible to match tree patterns speedy and accurately. In experiment, our question and answering system based on triplet using TPE is more effective than other conven-tional systems. Especially, our system shows much better performance when combined with triplet extension, named entity tagging and question type classification methods.

키워드

질의응답 시스템Triplet트리 패턴 표현식Triplet 확장Named Entity Tagging질의문 타입 분류question and answering systemtriplettree pattern expressiontriplet extensionnamed entity taggingquestion type classification
제목
TPE를 이용한 Triplet 추출 기반 질의응답 시스템
제목 (타언어)
Question Answering System based on Triplet Extraction using TPE
저자
김자랑김경수최용석
발행일
2013-12
저널명
정보과학회 컴퓨팅의 실제 논문지
19
12
페이지
698 ~ 702