A Hybrid Environment for Syntax-Semantic Tagging

Details A Hybrid Environment for Syntax-Semantic Tagging A Hybrid Environment for Syntax-Semantic Tagging

1998-02-11

arxiv.org/abs/cmp-lg/9802002v1

Computer Science

Computation and Language

PhD Thesis. 120 pages

Scientific paper

The thesis describes the application of the relaxation labelling algorithm to NLP disambiguation. Language is modelled through context constraint inspired on Constraint Grammars. The constraints enable the use of a real value statind "compatibility". The technique is applied to POS tagging, Shallow Parsing and Word Sense Disambigation. Experiments and results are reported. The proposed approach enables the use of multi-feature constraint models, the simultaneous resolution of several NL disambiguation tasks, and the collaboration of linguistic and statistical models.

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