Relation extraction between the clinical entities based on the shortest dependency path based LSTM
Table 3: Comparisons with sahu2016relation
['Relation Type', 'Proposed model', 'sahu2016relation model']
There are quite a few existing works which focused on experiments on the i2b2-2010 full dataset, but we found only \newcitesahu2016relation which performed the experiment on the i2b2-2010 partial dataset which is same as the dataset used in our experiment. We are not able to perform the experiments on the whole dataset because the whole dataset was only released during the i2b2-2010 challenge. It consists of 394 documents for training and 477 documents for testing Rink et al. But when we download the dataset from the i2b2 website, we got only 170 documents for training and 256 documents for testing.