Riiid exploration papers reveal technologies progression and pioneership in the industry of AI for instruction3 min read
“AI in education and learning (AIEd) is wherever various fields these as mastering science, pedagogy, and cognitive psychology work in a thorough method,” stated Jason Juneyoung Park, AI Exploration Lead at Riiid. “Riiid has been amassing anonymized details since 2015 when AI was not receiving a great deal consideration, and we go on to set our concentration in AIEd exploration and widen technological progression in analysis abilities.”
Two papers accepted at LAK 21 in March are studies on predicting understanding behaviors and maximizing understanding consequences. The paper, ‘SAINT+: Integrating Temporal Functions for EdNet Correctness Prediction,‘ defines and applies details connected to learning time these kinds of as difficulty solving time and remedy submission time to substantially improve the precision of the response correctness prediction algorithm. In the other paper titled, ‘Advice for Successful Standardized Test Planning,‘ an algorithm is presented that selects and recommends issues that improve the discovering result by predicting learners’ learning expertise and strengthen individuals skills with added discovering instruments these types of as on the net lecture video clips.
At AIED 21, Riiid‘s paper was identified for diagnosing the learner’s studying status with minimum amount issues and evaluating the reliability of the prediction product.
At EDM 21, a Riiid paper highlights a construction for raising dependability of AI types and improving mastering deviations and score prediction algorithms. In unique, the paper ‘Information Transfer by Discriminative Pre-schooling for Tutorial Overall performance Prediction‘ accepted at EDM was nominated for best paper. The paper proposes a method for decreasing the mistake level compared to the present best accuracy model by four percent by implementing the most recent normal language processing engineering for the initial time in AIEd.
In 2020, Riiid publicly unveiled the world’s most significant discovering dataset, ‘EdNet’ to pioneer AIEd investigate initiatives and held a world wide algorithm challenge that incorporates the EdNet. Before this year, Riiid hosted a workshop for the development of AIEd at AAAI, just one of the world’s most prestigious AI conferences. In August, the formation of EdSAFE AI Alliance to create a nutritious ecosystem in the AIEd marketplace was announced at the ASU+GSV Summit in partnership with DXtera Institute. Companies involved in the initiative also include things like Carnegie Studying, ETS, GSV Ventures, UL, Digital Promise, the German Alliance for Training, and Training Alliance Finland, among the other folks. UNESCO has signed on as mission supporters as effectively.
For much more in depth information on Riiid, visit https://business.riiid.co/en/main.
Riiid (https://corporation.riiid.co/en/main) is a global leader in AI methods for instruction, backed by far more than $250 million (USD) in funding and named in the 2021 CB Insights AI 100 listing of the most revolutionary AI startups. Leveraging the electricity of AI, the enterprise is driving a paradigm change in education with know-how that personalizes instruction for all college students, with the purpose of democratizing quality education and learning wherever in the earth. The firm gives alternatives for K-12 education, postsecondary schooling and company coaching. As a top pressure in AI know-how, Riiid has printed exploration papers at prime AI conferences which includes NeurIPS, CSEDU, and LAK. The firm has utilized for additional than 133 patents, 27 of which are registered. In 2020, Riiid proven the firm’s global arm based in Silicon Valley, California, to develop its organization throughout the U.S., South The usa, Middle East and beyond.
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