We introduce a neural network model for reading comprehension using the SQuAD dataset. Our model is composed of a Dynamic Coattention Network encoder (Xiong et al. [2016]) and a novel decoder designed for runtime minimization. Our model obtained an F1 score of 52.283 when tested on the SQuAD dev set, and an exact-match score of 38.723.

In this paper we explore Machine Comprehension, a subset of Natural Language Processing, using data from SQuAD. We take an iterative approach to designing our prediction model, starting with a very basic foundation, extending it and replacing components piece by piece while testing for effectiveness. Our model achieves a 62.3 F1 score on the SQuAD test set.

PURPOSE Investigating adolescent training loads might help us understand optimal training adaptations. GPS tracking devices and training diaries were used to quantify weekly sport and other physical activity demands placed on adolescent rugby union players and profile typical rugby training sessions. METHODS Participants were 75 males age 14 to 18 y who were recruited from rugby teams represe...

The introduction to the archival block offers a brief overview of reflections educators, writers, and psychologists on children’s creativity. At beginning 20th century, interest in writing was closely linked solving educational tasks: using genres personal (diary, letter, handwritten album/journal), educators hoped develop students’ written speech. same time, began be endowed with independent v...

The firing squad synchronization problem has been studied extensively for more than forty years, and a rich variety of synchronization algorithms have been proposed. In the present paper, we give a survey on recent developments in firing squad synchronization algorithms for synchronizing large-scale two-dimensional cellular automata. Several new algorithms and their stateefficient implementatio...

OBJECTIVE To determine whether the establishment of a dedicated obstetric and neonatal flying squad resulted in improved performance within the setting of a major metropolitan area. DESIGN AND SETTING The Cape Town metropolitan service of the Emergency Medical Services was selected for a retrospective review of the transit times for the newly implemented Flying Squad programme. Data were impo...