Online Algorithm

We consider the problem of learning to parse sentences to lambda-calculus repre- sentations of their underlying semantics and present an algorithm that learns a weighted combinatory categorial grammar (CCG). A …...

Bayesian models are usually learned using batch algorithms that have to iterate multiple times over the full dataset. This is both com- putationally expensive and, from a cognitive point of …...