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Semantic expressive capacity with bounded memory

机译:有界记忆的语义表达能力

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We investigate the capacity of mechanisms for compositional semantic parsing to describe relations between sentences and semantic representations. We prove that in order to represent certain relations, mechanisms which are syntactically projective must be able to remember an unbounded number of locations in the semantic representations, where nonprojective mechanisms need not. This is the first result of this kind, and has consequences both for grammar-based and for neural systems.
机译:我们调查组建语义解析的机制能力,以描述句子与语义表示之间的关系。我们证明,为了代表某些关系,句法投射的机制必须能够记住语义表示中的无限数量的位置,其中非注塑机制不需要。这是这种类型的第一个结果,对基于语法和神经系统的后果。

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