Computational properties of environment-based disambiguation
<|reference_start|>Computational properties of environment-based disambiguation: 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.<|reference_end|>
@article{schuler2001computational,
    title={Computational properties of environment-based disambiguation},
    author={William Schuler},
    journal={arXiv preprint arXiv:cs/0106011},
    year={2001},
    archivePrefix={arXiv},
    eprint={cs/0106011},
    primaryClass={cs.CL cs.HC}
}