An Information Bottleneck Framework for Interpretability Through Concise Rationales
Table 5: Final results of our unsupervised models on ERASER Dev Set
['[BOLD] Approach', '[BOLD] FEVER Task', '[BOLD] FEVER IOU', '[BOLD] MultiRC Task', '[BOLD] MultiRC IOU', '[BOLD] Movies Task', '[BOLD] Movies IOU', '[BOLD] BoolQ Task', '[BOLD] BoolQ IOU', '[BOLD] Evidence Task', '[BOLD] Evidence IOU']
Pipeline refers to the Bert-to-Bert method reported in DeYoung et al. We report MSE for BeerAdvocate, hence lower is better. BeerAdvocate has no training rationales. Gold IOU is 100.0.