SberQuAD – Russian Reading Comprehension Dataset: Description and Analysis
Table 5: Training parameters. LR stands for learning rate.
['Model', 'Optim.', 'Batch', '# epochs', 'Init. LR']
This initialization is used for both questions and paragraphs. For BiDAF and DocQA about 10% of answer strings in both training and testing sets require a correction of positions, which can be nearly always achieved automatically by ignoring punctuation (12 answers required a manual intervention). Models were trained on GPU nVidia Tesla V100 16Gb.