Memory Graph Networks (MGN) (Section 2.2): Many previous work in QA or MRC systems use memory networks to evaluate multiple answer candidates with transitive reasoning, and typically store all potentially relevant raw sentences or bag-of-symbols as memory slots.
naive increase of memory slot size or retentionbased sequential update of memory slots often increase search space for answer candidates, leading to poor precision especially for the Episodic Memory QA task.