CIRCE at SemEval-2020 Task 1: Ensembling Context-Free and Context-Dependent Word Representations
Table 3: Time Classification and LSCD Performances with Submission and Optimal Weights.
['[EMPTY]', 'Time Clf. Accuracy Submission', 'CIRCE Weight Submission', 'CIRCE Weight Optimal', 'LSCD Spearman’s  \\uprho  Submission', 'LSCD Spearman’s  \\uprho  Optimal']
Most notably, BERT entirely fails to optimize the classification objective on de-semeval and sw-semeval, while it achieves exceptionally good results on de-surel.