基于模式的同义词反义词提取

ACM SE '10 Pub Date : 2010-04-15 DOI:10.1145/1900008.1900094

Wenbo Wang, Christopher Thomas, A. Sheth, Victor Chan

{"title":"基于模式的同义词反义词提取","authors":"Wenbo Wang, Christopher Thomas, A. Sheth, Victor Chan","doi":"10.1145/1900008.1900094","DOIUrl":null,"url":null,"abstract":"Many research studies adopt manually selected patterns for semantic relation extraction. However, manually identifying and discovering patterns is time consuming and it is difficult to discover all potential candidates. Instead, we propose an automatic pattern construction approach to extract verb synonyms and antonyms from English newspapers. Instead of relying on a single pattern, we combine results indicated by multiple patterns to maximize the recall.","PeriodicalId":333104,"journal":{"name":"ACM SE '10","volume":"49 1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"30","resultStr":"{\"title\":\"Pattern-based synonym and antonym extraction\",\"authors\":\"Wenbo Wang, Christopher Thomas, A. Sheth, Victor Chan\",\"doi\":\"10.1145/1900008.1900094\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Many research studies adopt manually selected patterns for semantic relation extraction. However, manually identifying and discovering patterns is time consuming and it is difficult to discover all potential candidates. Instead, we propose an automatic pattern construction approach to extract verb synonyms and antonyms from English newspapers. Instead of relying on a single pattern, we combine results indicated by multiple patterns to maximize the recall.\",\"PeriodicalId\":333104,\"journal\":{\"name\":\"ACM SE '10\",\"volume\":\"49 1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2010-04-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"30\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ACM SE '10\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/1900008.1900094\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACM SE '10","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/1900008.1900094","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}

引用次数: 30

摘要

许多研究都采用人工选择模式进行语义关系提取。然而，手动识别和发现模式非常耗时，而且很难发现所有潜在的候选模式。为此，我们提出了一种自动模式构建方法来提取英语报刊中的动词近义词和反义词。我们不依赖单一模式，而是将多个模式显示的结果结合起来，以最大限度地提高召回率。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Pattern-based synonym and antonym extraction

Many research studies adopt manually selected patterns for semantic relation extraction. However, manually identifying and discovering patterns is time consuming and it is difficult to discover all potential candidates. Instead, we propose an automatic pattern construction approach to extract verb synonyms and antonyms from English newspapers. Instead of relying on a single pattern, we combine results indicated by multiple patterns to maximize the recall.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

ACM SE '10

自引率

0.00%

发文量