Book Reviews: Evaluating Natural Language Processing Systems: An Analysis and Review
Book Reviews: Evaluating Natural Language Processing Systems: An Analysis and Review
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书评：评估自然语言处理系统：分析和评论
DOI：
10.1007/bfb0027470
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发表时间：
1996
期刊：
影响因子：
--
通讯作者：
J. Galliers
中科院分区：
文献类型：
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作者：
Karen Sparck Jones;J. Galliers
来自出版商：
这本全面的最先进的书是第一本致力于评估NLP系统的重要和及时的问题。它涉及NLP系统评价的整个领域，包括目标和范围、问题和方法。作者对评价概念进行了广泛而仔细的分析，并用大量的插图加以加强；它们将系统与其环境联系起来，并为适当的评价制定了一个框架。对原则的讨论是通过详细审查实地的做法和战略来完成的，其中包括翻译等具体任务的系统和核心语言处理器。从分析和审查中得出的方法论教训被应用于一系列实例案例。该书还将NLP系统的评估提到了邻近的信息和语音处理领域，并解决了为评估提供工具和数据的问题。包括一个全面的参考书目和主题索引以及一个术语表。这本专著将成为研究、实践和教学中有价值的灵感来源。
From the Publisher:
This comprehensive state-of-the-art book is the first devoted to the important and timely issue of evaluating NLP systems. It addresses the whole area of NLP system evaluation, including aims and scope, problems and methodology. The authors provide a wide-ranging and careful analysis of evaluation concepts, reinforced with extensive illustrations; they relate systems to their environments and develop a framework for proper evaluation. The discussion of principles is completed by a detailed review of practice and strategies in the field, covering both systems for specific tasks, like translation, and core language processors. The methodology lessons drawn from the analysis and review are applied in a series of example cases. The book also refers NLP system evaluation to the neighbouring areas of information and speech processing, and addresses issues of tool and data provision for evaluation. A comprehensive bibliography and subject index are included as well as a term glossary. This monograph will be a valuable source of inspiration in research, practice, and teaching.