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Semantic expressive capacity with bounded memory

机译:有限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:我们研究了构成语义分析机制来描述句子和语义表示之间的关系的能力。我们证明,为了表示某些关系,句法投射的机制必须能够记住语义表示中无限数量的位置,而非投射机制则不需要。这是这种类型的第一个结果,对基于语法和神经系统都有影响。

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