In contrast, in the validation and test set, for every context c i , there exists one positive triple providing the ground-truth response to c i and nine negative triples with unbefitting responses.
in these sets, the ratio between positive and negative triples per context is 1:9 which makes evaluating the model with information retrieval metrics such as Recall@k possible (see Section 6).