Модели повторного ранжирования

We describe the implementation of reranking models for fine-grained opinion analysis – marking up opinion expres- sions and extracting opinion holders. The toreranking approach makes it possible model complex relations …...

Reranking models have been successfully ap- plied to many tasks of Natural Language Pro- cessing. However, there are two aspects of this approach that need a deeper investiga- tion: (i) …...

AbstractLearning representations of entity mentions is a core component of modern entity linking systems for both candidate generation and making linking predictions. In this paper, we present and empirically analyze …...