7 citations · 9 across the 3 of their papers we have counts for
3 papers
cs.CL2000
Lexicalized Stochastic Modeling of Constraint-Based Grammars using Log-Linear Measures and EM Training
Stefan Riezler, Detlef Prescher, Jonas Kuhn +1
We present a new approach to stochastic modeling of constraint-based grammars that is based on log-linear models and uses EM for estimation from unannotated data. The techniques ar…
cs.CL2000★ 2 cited
Estimators for Stochastic ``Unification-Based'' Grammars
Mark Johnson, Stuart Geman, Stephen Canon +2
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…
cmp-lg1994★ 7 cited
Memoization in Constraint Logic Programming
Mark Johnson
This paper shows how to apply memoization (caching of subgoals and associated answer substitutions) in a constraint logic programming setting. The research is is motivated by the d…