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Towards a Semantic Model for Textual Entailment

机译:走向文本蕴含的语义模型

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We introduce a new formal semantic model for annotating textual entailments that describes restrictive, intersective, and appositive modification. The model contains a formally defined interpreted lexicon, which specifies the inventory of symbols and the supported semantic operators, and an informally defined annotation scheme that instructs annotators in which way to bind words and constructions from a given pair of premise and hypothesis to the interpreted lexicon. We explore the applicability of the proposed model to the Recognizing Textual Entailment (RTE) 1a??4 corpora and describe a first-stage annotation scheme on which we based the manual annotation work. The constructions we annotated were found to occur in 80.65% of the entailments in RTE 1a??4 and were annotated with cross-annotator agreement of 68% on average. The annotated parts of the RTE corpora are publicly available for further research. ?? ??.
机译:我们引入了一个新的形式化语义模型来注释文本内容,该模型描述了限制性的,相交的和对位的修饰。该模型包含一个正式定义的解释词典,用于指定符号的清单和支持的语义运算符;以及一个非正式定义的注释方案,用于指示注释者以哪种方式将给定前提和假设对中的单词和结构绑定到解释的词典。我们探索了该模型对识别文本蕴涵(RTE)1a ?? 4语料库的适用性,并描述了基于人工注释工作的第一阶段注释方案。发现我们注释的构造出现在RTE 1a ?? 4中80.5%的数量中,并且以平均68%的交叉注释者注释来注释。 RTE语料库的带注释部分可公开获得进一步研究。 ?? ??。

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