Estimators for Stochastic ``Unification-Based'' Grammars

Details Estimators for Stochastic ``Unification-Based'' Grammars Estimators for Stochastic ``Unification-Based'' Grammars

2000-08-25

arxiv.org/abs/cs/0008028v1

Proc 37th Annual Conference of the Association for Computational Linguistics, 1999, pages 535-541

Computer Science

Computation and Language

7 pages

Scientific paper

Log-linear models provide a statistically sound framework for Stochastic
``Unification-Based'' Grammars (SUBGs) and stochastic versions of other kinds
of grammars. We describe two computationally-tractable ways of estimating the
parameters of such grammars from a training corpus of syntactic analyses, and
apply these to estimate a stochastic version of Lexical-Functional Grammar.

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