Unsurprisingly, training and testing in the same domain (e.g., Fiction) leads to the best performance on sentence selection.
in MultiRC, AutoROCC outperforms our baseline of BERT + entire passage (row 10 vs 22) by 8.3% EM0, indicating that AutoROCC can filter out irrelevant content.