Context-sensitivity and stochastic unification-based grammars – Mark Johnson (Brown University)
http://vimeo.com/35032712 View Seminar Video Abstract The first part of this talk explains why non-local context-sensitive interactions cause standard techniques for learning probabilistic grammars to be inconsistent, and motivates the more general log-linear (aka MaxEnt) models[…]