Generating Quizzes To Support Training On Quality Management And Assurance In Space Science And Engineering

Andres Garcia-Silva, Cristian Berrio, Jose Manuel Gomez-Perez, Jose Antonio Martinez-Heras, Patrick Fleith, Stefano Scaglioni

Demo/Poster Session 1 - Tuesday 07/19 16:30 EST
Abstract: Quality management and assurance is key for space agencies to guarantee the success of space missions, which are high-risk and extremely costly. In this paper, we present a system to generate quizzes, a common resource to evaluate the effectiveness of training sessions, from documents about quality assurance procedures in the Space domain. Our system leverages state of the art auto-regressive models like T5 and BART to generate questions, and a RoBERTa model to extract answers for such questions, thus verifying their suitability.