Reading comprehension can be analyzed from three points of view: Semantics, Assessment, and Cognition. Here, Semantics refers to the task of identifying discourse relations in text. Assessment involves utilizing these relations to obtain meaningful question-answer pairs. Cognition means categorizing questions according to their difficulty or…

We address the challenging task of "computational natural language inference," by which we mean bridging two or more natural language texts while also providing an explanation of how they are connected. In the context of question answering (i.e., finding short answers to natural language questions), this inference connects the question…

In the late 1970's, Durkin's landmark study showed that less than 1% of elementary classroom reading instruction was dedicated to comprehension strategies because teachers were not explicit in their instruction. This qualitative study explored the types of questions posed by elementary and middle school teachers to elicit students' responses and…