Using speculative parsing to process complex input data

Data processing: speech signal processing – linguistics – language – Modification of at least one characteristic of speech waves – Transformation of speech into a nonaudible representation,...

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704 9, 707 1, G06F 945

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059637420

ABSTRACT:
A parser includes a plurality of subparsers, a main parser unit, and a selector. Each of the subparsers attempts to interpret a stream of tokens corresponding to a statement in a respectively different way. In addition, each subparser returns a speculative result and a respective confidence level. The main parser unit receives the stream of tokens, identifies that the stream of tokens make up a statement and invokes at least a few of the subparsers. The selector selects one speculative result based upon the confidence level returned by the subparsers which are invoked by the main parser unit.

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Charniak, Statistical Techniques for Natural Language Parsing, Al Magazine, Winter 97, pp. 33-43.
Cardie Empirical Methods in Information Extraction, Al Magazine, Winter 97, pp. 65-79.
Brill and Mooney, An Overview of Empirical Natural Language Processing, Al Magazine, Winter 97, pp. 13-24.
Sperber and Thiemann, The Essence of LR Parsing, 1995 ACM Journal, pp. 146-155.

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