Скрытые марковские модели

Natural Language Generation (NLG) systems often use a pipeline architecture for sequen- tial decision making. Recent studies how- ever have shown that treating NLG decisions jointly rather than in isolation …...

In this paper we present the functional au- tomata as a general framework for repre- sentation, training and exploring of vari- ous statistical models as LLM’s, HMM’s, CRF’s, etc. Our …...