Stanford typed dependencies manual

Stanford typed dependencies manual
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发表时间:
2010
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通讯作者:
Marie-Catherine de Marnee;Christopher D. Manning
Marie-Catherine de Marnee;Christopher D. Manning
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其他
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作者:
Marie-Catherine de Marnee;Christopher D. Manning

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斯坦福类型依赖关系表示旨在提供句子中语法关系的简单描述,可供没有语言专业知识但想要提取文本关系的人轻松理解和有效使用。特别是,它不是长期在计算语言学界占主导地位的短语结构表示,而是将所有句子关系统一表示为类型依赖关系。也就是说,作为单词对之间关系的三元组,例如“distributed 的主题是 Bell”。我们的经验是,对于涉及从文本中提取信息的任务的非语言学家来说,这种简单、统一的表示很容易理解,并且在关系提取应用程序中非常有效。这是一个例句:
The Stanford typed dependencies representation was designed to provide a simple description of the grammatical relationships in a sentence that can easily be understood and effectively used by people without linguistic expertise who want to extract textual relations. In particular, rather than the phrase structure representations that have long dominated in the computational linguistic community, it represents all sentence relationships uniformly as typed dependency relations. That is, as triples of a relation between pairs of words, such as “the subject of distributes is Bell.” Our experience is that this simple, uniform representation is quite accessible to non-linguists thinking about tasks involving information extraction from text and is quite effective in relation extraction applications. Here is an example sentence: