ACL’20 Temporal Common Sense Acquisition with Minimal Supervision
Table 1: Performance on intrinsic evaluations. The “normalized” row is the ratio of the distance to the gold label over the total number of labels in each dimension. Smaller is better.
['[BOLD] Systems', '[BOLD] RealNews', '[BOLD] RealNews', '[BOLD] RealNews Typical Time', '[BOLD] RealNews Typical Time', '[BOLD] RealNews Typical Time', '[BOLD] RealNews Typical Time', '[BOLD] UDS-T']
We see that our proposed final model is mostly better than other variants, and achieves 19% improvement over BERT on average on the normalized scale.