One important example is the constituentcontext model ( CCM ) of Klein and Manning ( 2002 ) , which was specifically designed to capture the linguistic observation made by Radford ( 1988 ) that there are regularities to the contexts in which constituents appear .
a generative constituentcontext model for improved grammar induction
Dan Klein Christopher D Manning
In general , this means constructing inductive biases that take advantage of unannotated data to train probabilistic models . One important example is the constituentcontext model ( CCM ) of Klein and Manning ( 2002 ) , which was specifically designed to capture the linguistic observation made by Radford ( 1988 ) that there are regularities to the contexts in which constituents appear . This phenomenon , known as substitutability , says that phrases of the same type appear in similar contexts .
One important example is the constituentcontext model ( CCM ) of @@CITATION , which was specifically designed to capture the linguistic observation made by Radford ( 1988 ) that there are regularities to the contexts in which constituents appear .