Uniform parsing for hyperedge replacement grammars

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摘要

It is well known that hyperedge-replacement grammars can generate NP-complete graph languages even under seemingly harsh restrictions. This means that the parsing problem is difficult even in the non-uniform setting, in which the grammar is considered to be fixed rather than being part of the input. Little is known about restrictions under which truly uniform polynomial parsing is possible. In this paper we propose a low-degree polynomial-time algorithm that solves the uniform parsing problem for a restricted type of hyperedge-replacement grammars which we expect to be of interest for practical applications.

论文关键词:Graph grammar,Hyperedge replacement,Uniform parsing,Complexity,Natural Language Processing,Meaning representation

论文评审过程:Received 24 April 2018, Accepted 26 October 2020, Available online 27 November 2020, Version of Record 15 December 2020.

论文官网地址:https://doi.org/10.1016/j.jcss.2020.10.002