Мультинономная логистическая регрессия

NLP models have many and sparse features, and regularization is key for balancing model overfitting versus underfitting. A recently re- popularized form of regularization is to gen- erate fake training …...

Phrase reordering is a challenge for statis- tical machine translation systems. Posing phrase movements as a prediction prob- lem using contextual features modeled by maximum entropy-based classifier is su- perior …...