The investigation presented in this paper is a novel method in question answering (QA) that enables a QA system to gain performance through reuse of information in the answer to one question to answer another related question. Our analysis shows that a pair of question in a general open domain QA can have embedding relation through their mentions of noun phrase expressions. We present methods f...

YONG-JIK KIM: Time Complexity Bounds for Shared-memory Mutual Exclusion. (Under the direction of James H. Anderson.) Mutual exclusion algorithms are used to resolve conflicting accesses to shared resources by concurrent processes. The problem of designing such an algorithm is widely regarded as one of the “classic” problems in concurrent programming. Recent work on scalable shared-memory mutual...

The latest work for Question and Answer problems is to use the Stanford Parse Tree. We build on prior develop a new method handle problem with Deep Contextualized Transformer manage some aberrant expressions. also conduct extensive evaluations of SQuAD SwDA dataset show significant improvement over QA classification industry needs. investigate impact different models accuracy efficiency answers...

The production, distribution, and consumption of information are the most important development indices of any nation. Plenty of opportunities were created by e-learning which have overall paved the grounds for and enriched the presentation of learning materials through advanced audiovisual educational facilities. Such learning environments are by and large flexible and provide more appropriate...