Mohammod Moninoor Roshid, Md Zulfeqar Haider
Teaching 21st-century skills in rural secondary schools: From theory to practice
Heliyon
attention increasingly popular component deep neural networks interpret boost performance models little work examined attention progresses accomplish task whether reasonable work propose attention reasoning capability air framework uses attention understand improve process leading task outcomes first define evaluation metric based sequence atomic reasoning operations enabling quantitative measurement attention considers reasoning process collect human eyetracking answer correctness data analyze various machine human attention mechanisms reasoning capability impact task performance improve attention reasoning ability visual question answering models propose supervise learning attention progressively along reasoning process differentiate correct incorrect attention patterns demonstrate effectiveness proposed framework analyzing modeling attention better reasoning capability task performance code data available httpsgithubcomszzexpoiair