We observe that the trained value of θ (obtained previously) for both the WePS-2 and the NYT datasets are close to the optimal setting as seen from Table 4 and provide nearly similar F1 score performance.
we set θ = 0.65 and consider the entire input corpora as test set for the remainder of our experiments.