" - one originating from the same wikipedia article\n",
" - one originating from the same wikipedia article\n",
" - another, which is most similar to the correct context\n",
" - another, which is most similar to the correct context\n",
"\n",
"\n",
"This process is noisy, as sometimes the question might be answerable given a different context, but on average we hope this won't affect the peformance too much.\n",
"This process is noisy, as sometimes the question might be answerable given a different context, but on average we hope this won't affect the performance too much.\n",
"\n",
"\n",
"We apply the same process of dataset creation for both the discriminator, and the Q&A answering model. We apply the process separately for the training and testing set, to ensure that the examples from the training set don't feature within the test set."
"We apply the same process of dataset creation for both the discriminator, and the Q&A answering model. We apply the process separately for the training and testing set, to ensure that the examples from the training set don't feature within the test set."