Рекурсивті нейрондық желілер

Vector-space word representations have been very successful in recent years at im- proving performance across a variety of NLP tasks. However, common to most existing work, words are regarded as …...

Coherence is what makes a multi-sentence text meaningful, both logically and syn- tactically. To solve the challenge of or- dering a set of sentences into coherent or- der, existing approaches …...

Automatically identifying anomalous newswire events is a hard problem. We discuss the com- plexity of the problem and introduce a novel technique to model events based on recursive neural networks …...