Stochastic Approaches

Ambiguity is the fundamental property of natural language. Perhaps, the most bur- densome case of ambiguity manifests itself on the syntactic level of analysis. In order to face up to …...

AbstractModern natural language generation paradigms require a decoding strategy to obtain quality sequences out of the model. Beam search yields high-quality but low diversity outputs; stochastic approaches suffer from high …...