After the execution of the above three modules in one iteration, if a new relation is found with its seed relation instances (i.e., entity pairs), the structure of the neural network retrained in the next iteration will be adjusted dynamically with parameters updated.
we present a syntactic unit as the concatenation of four parts: where dir are the embeddings of the word, POS tag, dependency relation and relational direction, respectively.