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Coreference Systems based on Kernels Methods

机译:基于内核方法的Coreference系统

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Various types of structural information -e.g., about the type of constructions in which binding constraints apply, or about the structure of names - play a central role in coreference resolution, often in combination with lexical information (as in expletive detection). Kernel functions appear to be a promising candidate to capture structure-sensitive similarities and complex feature combinations, but care is required to ensure they are exploited in the best possible fashion. In this paper we propose kernel functions for three subtasks of coreference resolution - binding constraint detection, expletive identification, and aliasing - together with an architecture to integrate them within the standard framework for coreference resolution.
机译:各种类型的结构信息-e.g.,关于其中绑定约束适用的结构的类型,或者关于名称结构 - 在Coreference分辨率中发挥核心作用,通常与词法信息组合(如在咒骂检测中)。内核功能似乎是捕获结构敏感的相似之处和复杂特征组合的有希望的候选者,但需要注意,以确保它们以最佳的方式利用。在本文中,我们提出了用于Curference分辨率的三个子组织的内核函数 - 绑定约束检测,咒骂识别和混叠 - 以及一个架构,将它们集成在Coreference分辨率的标准框架内。

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