﻿{"id":69,"date":"2017-07-29T00:00:00","date_gmt":"2018-05-23T09:55:10","guid":{"rendered":""},"modified":"2018-12-14T11:01:40","modified_gmt":"2018-12-14T03:01:40","slug":"computation-on-sentence-semantic-distance-for-novelty-detection","status":"publish","type":"post","link":"http:\/\/www.nlpir.org\/wordpress\/2017\/07\/29\/computation-on-sentence-semantic-distance-for-novelty-detection\/","title":{"rendered":"Computation on Sentence Semantic Distance for Novelty Detection"},"content":{"rendered":"<p><P><FONT face=\"Times New Roman\">Hua-Ping ZHANG, Jian Sun, Bin WANG, Shuo BAI. Computation on Sentence Semantic Distance for Novelty Detection; Chinese Journal of Computer Science and Tech. vol.3, 2005 <\/FONT><\/P><FONT face=\"Times New Roman\"><br \/>\n<P style=\"LINE-HEIGHT: 150%; MARGIN: 0cm 0cm 0pt; mso-layout-grid-align: none; mso-outline-level: 2\" class=3><B><SPAN style=\"LINE-HEIGHT: 150%; FONT-FAMILY: 'Times New Roman'; FONT-SIZE: 12pt; mso-bidi-font-size: 10.0pt\" lang=EN-US>Abstract<\/SPAN><\/B><SPAN style=\"LINE-HEIGHT: 150%; FONT-FAMILY: 'Times New Roman'; FONT-SIZE: 12pt; mso-bidi-font-size: 10.0pt\" lang=EN-US> <SPAN style=\"COLOR: #ff6600\"><SPAN style=\"mso-spacerun: yes\">&nbsp;<\/SPAN><\/SPAN><SPAN style=\"mso-spacerun: yes\">&nbsp;<\/SPAN>This paper reports on customized language parsing technique for information retrieval at sentence level. As linguistic preprocess, customized language parsing is more <A name=OLE_LINK1>essential <\/A>for sentence retrieval than documents. Starting from natural language, it aims to extract query intention from topics and analyze relevant information within sentences. Some sentence retrieval models and query expansion strategies have been applied on the basis of the linguistic parsing results. Experiments conducted on TREC novelty track test data show that sentence retrieval with customized language parsing rank top among previously published results. It indicates that customized language parsing is more effective for sentence retrieval.<\/SPAN><SPAN style=\"COLOR: #ff6600\" lang=EN-US><?xml:namespace prefix = o ns = \"urn:schemas-microsoft-com:office:office\" \/><o:p><\/o:p><\/SPAN><\/P><br \/>\n<P><SPAN style=\"LINE-HEIGHT: 130%; FONT-FAMILY: 'Times New Roman'; FONT-SIZE: 12pt; mso-fareast-font-family: \u65b9\u6b63\u5c0f\u6807\u5b8b\u7b80\u4f53; mso-ansi-language: EN-US; mso-fareast-language: ZH-CN; mso-bidi-language: AR-SA; mso-bidi-font-size: 10.0pt; mso-font-kerning: 1.0pt; mso-bidi-font-weight: bold\" lang=EN-US>Keywords<\/SPAN><B style=\"mso-bidi-font-weight: normal\"><SPAN style=\"LINE-HEIGHT: 130%; FONT-FAMILY: 'Times New Roman'; COLOR: #ff6600; FONT-SIZE: 12pt; mso-fareast-font-family: \u5b8b\u4f53; mso-ansi-language: EN-US; mso-fareast-language: ZH-CN; mso-bidi-language: AR-SA; mso-bidi-font-size: 10.0pt; mso-font-kerning: 1.0pt\" lang=EN-US> <\/SPAN><SPAN style=\"LINE-HEIGHT: 130%; FONT-FAMILY: 'Times New Roman'; COLOR: black; FONT-SIZE: 12pt; mso-fareast-font-family: \u65b9\u6b63\u5c0f\u6807\u5b8b\u7b80\u4f53; mso-ansi-language: EN-US; mso-fareast-language: ZH-CN; mso-bidi-language: AR-SA; mso-bidi-font-size: 10.0pt; mso-font-kerning: 1.0pt\" lang=EN-US>language parsing, novelty detection<\/SPAN><SPAN style=\"LINE-HEIGHT: 130%; FONT-FAMILY: 'Times New Roman'; COLOR: black; FONT-SIZE: 12pt; mso-fareast-font-family: \u5b8b\u4f53; mso-ansi-language: EN-US; mso-fareast-language: ZH-CN; mso-bidi-language: AR-SA; mso-bidi-font-size: 10.0pt; mso-font-kerning: 1.0pt\" lang=EN-US>, <\/SPAN><SPAN style=\"LINE-HEIGHT: 130%; FONT-FAMILY: 'Times New Roman'; COLOR: black; FONT-SIZE: 12pt; mso-fareast-font-family: \u65b9\u6b63\u5c0f\u6807\u5b8b\u7b80\u4f53; mso-ansi-language: EN-US; mso-fareast-language: ZH-CN; mso-bidi-language: AR-SA; mso-bidi-font-size: 10.0pt; mso-font-kerning: 1.0pt\" lang=EN-US>sentence retrieval<\/SPAN><SPAN style=\"LINE-HEIGHT: 130%; FONT-FAMILY: 'Times New Roman'; COLOR: #ff6600; FONT-SIZE: 12pt; mso-fareast-font-family: \u5b8b\u4f53; mso-ansi-language: EN-US; mso-fareast-language: ZH-CN; mso-bidi-language: AR-SA; mso-bidi-font-size: 10.0pt; mso-font-kerning: 1.0pt\" lang=EN-US>&nbsp;<\/SPAN><SPAN style=\"LINE-HEIGHT: 130%; FONT-FAMILY: 'Times New Roman'; FONT-SIZE: 12pt; mso-fareast-font-family: \u5b8b\u4f53; mso-ansi-language: EN-US; mso-fareast-language: ZH-CN; mso-bidi-language: AR-SA; mso-bidi-font-size: 10.0pt; mso-font-kerning: 1.0pt\" lang=EN-US><SPAN style=\"mso-spacerun: yes\">&nbsp;&nbsp;&nbsp;<\/SPAN><\/SPAN><\/B><\/P><br \/>\n<P><B style=\"mso-bidi-font-weight: normal\"><SPAN style=\"LINE-HEIGHT: 130%; FONT-FAMILY: 'Times New Roman'; FONT-SIZE: 12pt; mso-fareast-font-family: \u5b8b\u4f53; mso-ansi-language: EN-US; mso-fareast-language: ZH-CN; mso-bidi-language: AR-SA; mso-bidi-font-size: 10.0pt; mso-font-kerning: 1.0pt\" lang=EN-US><SPAN style=\"mso-spacerun: yes\"><A href=\"http:\/\/www.nlpir.org\/wordpress\/attachments\/2011\/04\/CLPSR-Final.pdf\" target=_blank><IMG border=0 src=\"http:\/\/www.nlpir.org\/images\/base\/attachment.gif\"> CLPSR-Final.pdf(94.5 KB)<\/A><\/SPAN><\/SPAN><\/B><\/FONT><\/P><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Hua-Ping ZHANG, Jian Sun, Bin WANG, Shuo &hellip; <a href=\"http:\/\/www.nlpir.org\/wordpress\/2017\/07\/29\/computation-on-sentence-semantic-distance-for-novelty-detection\/\">\u7ee7\u7eed\u9605\u8bfb <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[38],"tags":[],"_links":{"self":[{"href":"http:\/\/www.nlpir.org\/wordpress\/wp-json\/wp\/v2\/posts\/69"}],"collection":[{"href":"http:\/\/www.nlpir.org\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.nlpir.org\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.nlpir.org\/wordpress\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.nlpir.org\/wordpress\/wp-json\/wp\/v2\/comments?post=69"}],"version-history":[{"count":1,"href":"http:\/\/www.nlpir.org\/wordpress\/wp-json\/wp\/v2\/posts\/69\/revisions"}],"predecessor-version":[{"id":1515,"href":"http:\/\/www.nlpir.org\/wordpress\/wp-json\/wp\/v2\/posts\/69\/revisions\/1515"}],"wp:attachment":[{"href":"http:\/\/www.nlpir.org\/wordpress\/wp-json\/wp\/v2\/media?parent=69"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.nlpir.org\/wordpress\/wp-json\/wp\/v2\/categories?post=69"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.nlpir.org\/wordpress\/wp-json\/wp\/v2\/tags?post=69"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}