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  • 标题:Generating Numerical Approximations
  • 本地全文:下载
  • 作者:Richard Power ; Sandra Williams
  • 期刊名称:Computational Linguistics
  • 印刷版ISSN:0891-2017
  • 电子版ISSN:1530-9312
  • 出版年度:2012
  • 卷号:38
  • 期号:1
  • 页码:113-134
  • DOI:10.1162/COLI_a_00086
  • 语种:English
  • 出版社:MIT Press
  • 摘要:Abstract We describe a computational model for planning phrases like “more than a quarter” and “25.9 per cent” which describe proportions at different levels of precision. The model lays out the key choices in planning a numerical description, using formal definitions of mathematical form (e.g., the distinction between fractions and percentages) and roundness adapted from earlier studies. The task is modeled as a constraint satisfaction problem, with solutions subsequently ranked by preferences (e.g., for roundness). Detailed constraints are based on a corpus of numerical expressions collected in the N um G en project, 1 1 N um G en : Generating intelligent descriptions of numerical quantities for people with different levels of numeracy ( http://mcs.open.ac.uk/sw6629/numgen ). N um G en was funded by the Economic and Social Research Council under Grant Ref. RES-000-22-2760. and evaluated through empirical studies in which subjects were asked to produce (or complete) numerical expressions in specified contexts.
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