Fine-Grained Entity Typing for Domain Independent Entity Linking
Table 4: Accuracy on the CoNLL development set (testa) with different numbers of categories.
['Category Size', '1k', '5k', '30k', '60k']
Does the category vocabulary size matter? We show the performance on the development set with different numbers of categories. Even the 1k most frequent category set can achieve reasonable performance, 85% accuracy. However, the model is able to make use of even very fine-grained categories to make correct predictions.