The TreeBanker: a Tool for Supervised Training of Parsed Corpora

The TreeBanker: a Tool for Supervised Training of Parsed Corpora
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TreeBanker:用于监督训练解析语料库的工具

DOI:
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发表时间:
1997
期刊:
ArXiv
影响因子:
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通讯作者:
D. Carter
D. Carter
中科院分区:
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文献类型:
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作者:
D. Carter

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我描述的TreeBanker,一个图形化的工具,用于监督培训领域定制的语音或语言理解系统的消歧组件。TreeBanker为用户提供了一系列属性,这些属性可以区分对话语的竞争分析,并且相对容易判断。这使得在语料库上的训练可以在更短的时间内完成,并且与直接检查分析相比,所需的专业知识也少得多:对于ATIS语料库中大约20,000个句子的复杂性的语料库,可以由具有语言意识的非专家在大约三周的工作中进行判断。
I describe the TreeBanker, a graphical tool for the supervised training involved in domain customization of the disambiguation component of a speech- or language-understanding system. The TreeBanker presents a user, who need not be a system expert, with a range of properties that distinguish competing analyses for an utterance and that are relatively easy to judge. This allows training on a corpus to be completed in far less time, and with far less expertise, than would be needed if analyses were inspected directly: it becomes possible for a corpus of about 20,000 sentences of the complexity of those in the ATIS corpus to be judged in around three weeks of work by a linguistically aware non-expert.