Intial Experiments on Measuring Informativity of an Arabic Content – Data Collection

In one of our previous articles we suggested a method to build an initial system for informativeness detection, this system should utilize a small set of pairwise comparisons manually annotated and use Snorkel to expand these annotations automatically to a larger training set and then train the model to estimate the article informativeness using this set.In this article, we will go into the details of the implementation of this plan. Data Annotation As noted above Snorkel will need 3 typed of training data: A small manually annotated test set to evaluate the results of the model A smaller manually annotated … Continue reading Intial Experiments on Measuring Informativity of an Arabic Content – Data Collection