A Maximum-Entropy Partial Parser for Unrestricted Text

Details A Maximum-Entropy Partial Parser for Unrestricted Text A Maximum-Entropy Partial Parser for Unrestricted Text

1998-07-17

arxiv.org/abs/cmp-lg/9807006v1

Computer Science

Computation and Language

9 pages, LaTeX

Scientific paper

This paper describes a partial parser that assigns syntactic structures to sequences of part-of-speech tags. The program uses the maximum entropy parameter estimation method, which allows a flexible combination of different knowledge sources: the hierarchical structure, parts of speech and phrasal categories. In effect, the parser goes beyond simple bracketing and recognises even fairly complex structures. We give accuracy figures for different applications of the parser.

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