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  • 标题:On the Problem of Theoretical Terms in Empirical Computational Linguistics
  • 本地全文:下载
  • 作者:Stefan Riezler
  • 期刊名称:Computational Linguistics
  • 印刷版ISSN:0891-2017
  • 电子版ISSN:1530-9312
  • 出版年度:2014
  • 卷号:40
  • 期号:1
  • 页码:235-245
  • DOI:10.1162/COLI_a_00182
  • 语种:English
  • 出版社:MIT Press
  • 摘要:Philosophy of science has pointed out a problem of theoretical terms in empirical sciences. This problem arises if all known measuring procedures for a quantity of a theory presuppose the validity of this very theory, because then statements containing theoretical terms are circular. We argue that a similar circularity can happen in empirical computational linguistics, especially in cases where data are manually annotated by experts. We define a criterion of T -non-theoretical grounding as guidance to avoid such circularities, and exemplify how this criterion can be met by crowdsourcing, by task-related data annotation, or by data in the wild. We argue that this criterion should be considered as a necessary condition for an empirical science, in addition to measures for reliability of data annotation.
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