Research Article

Providing Definitive Learning Direction for Relation Classification System

Figure 1

The structure of concatenation operation. As showed above, two substrategies are applied. With the obtained high-level entity pair embedding, substrategy ① concatenates it with word embedding and position embedding; substrategy ② adopts concatenation operation between sentence level embedding and entity pair embedding, where the compositional embedding is directly used to classify relation type.