Adam Meyers, Zachary Glass, Angus B. Grieve-Smith, Yifan He, Shasha Liao, R. Grishman
{"title":"Jargon-Term Extraction by Chunking","authors":"Adam Meyers, Zachary Glass, Angus B. Grieve-Smith, Yifan He, Shasha Liao, R. Grishman","doi":"10.3115/v1/W14-6002","DOIUrl":null,"url":null,"abstract":"NLP definitions of Terminology are usually application-dependent. IR terms are noun sequences that characterize topics. Terms can also be arguments for relations like abbreviation, definition or IS-A. In contrast, this paper explores techniques for extracting terms fitting a broader definition: noun sequences specific to topics and not well-known to naive adults. We describe a chunkingbased approach, an evaluation, and applications to non-topic-specific relation extraction.","PeriodicalId":446117,"journal":{"name":"Proceedings of the COLING Workshop on Synchronic and Diachronic Approaches to Analyzing Technical Language","volume":"59 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the COLING Workshop on Synchronic and Diachronic Approaches to Analyzing Technical Language","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3115/v1/W14-6002","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6
Abstract
NLP definitions of Terminology are usually application-dependent. IR terms are noun sequences that characterize topics. Terms can also be arguments for relations like abbreviation, definition or IS-A. In contrast, this paper explores techniques for extracting terms fitting a broader definition: noun sequences specific to topics and not well-known to naive adults. We describe a chunkingbased approach, an evaluation, and applications to non-topic-specific relation extraction.