Computational properties of environment-based disambiguation

Details Computational properties of environment-based disambiguation Computational properties of environment-based disambiguation

2001-06-07

arxiv.org/abs/cs/0106011v1

Computer Science

Computation and Language

8 pages, published in Proceedings of the 39th Annual Meeting of the ACL 2001

Scientific paper

The standard pipeline approach to semantic processing, in which sentences are morphologically and syntactically resolved to a single tree before they are interpreted, is a poor fit for applications such as natural language interfaces. This is because the environment information, in the form of the objects and events in the application's run-time environment, cannot be used to inform parsing decisions unless the input sentence is semantically analyzed, but this does not occur until after parsing in the single-tree semantic architecture. This paper describes the computational properties of an alternative architecture, in which semantic analysis is performed on all possible interpretations during parsing, in polynomial time.

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