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1
Parsing the Voyager Domain Using Pearl
In: DTIC (1991)
Abstract: This paper describes a natural language parsing algorithm for unrestricted text which uses a probability-based scoring function to select the "best" parse of a sentence according to a given grammar. The parser, Pearl, is a time-asynchronous bottom-up chart parser with Earley-type lop-down prediction which pursues the highest-scoring theory in the chart, where the score of a theory represents the extent to which the context of the sentence predicts that interpretation. This parser differs from previous attempts at stochastic parsers in that it uses a richer form of conditional probabilities based on context to predict likelihood. Pearl also provides a framework for incorporating the results of previous work in part-of-speech assignment, unknown word models, and other probabilistic models of linguistic features in one parsing tool, interleaving these techniques instead of using the traditional pipeline architecture. In tests performed on the Voyager direction-finding domain, Pearl has been successful at resolving part-of-speech ambiguity, determining categories for unknown words, and selecting correct parses first using a very loosely fitting covering grammar. ; Sponsored in part by AFOSR Grant no. AFOSR-90-0066 and ARO Grant no. DAAL03-89-C-0031PR1. Presented at the Human Language Technology Conference held in Pacific Grove, CA on 19-22 Feb 1991 and published in proceedings of the Speech and Natural Language Workshop, p231-236. ISBN 1-55860-207-0.
Keyword: *PARSERS; COMPUTATIONAL LINGUISTICS; Computer Programming and Software; Linguistics; MATHEMATICAL MODELS; NATURAL LANGUAGE; NATURAL LANGUAGE PARSING ALGORITHM; Operations Research; Statistics and Probability; STOCHASTIC PROCESSES; SYMPOSIA
URL: http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA460709
http://www.dtic.mil/docs/citations/ADA460709
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2
On the Complexity of ID/LP Parsing
In: DTIC AND NTIS (1984)
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3
An Algorithm for Parsing Flow Graphs
In: DTIC AND NTIS (1984)
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4
A New Characterization of Attachment Preferences
In: DTIC (1983)
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