Improving Relation Extraction by Pre-trained Language Representations
Table 2: Comparison of the datasets used for evaluation
['Dataset', 'relation types', 'examples', 'negative examples']
While TACRED is approximately 10x the size of SemEval 2010 Task 8 , it contains a much higher fraction of negative training examples, which makes classification more challenging.