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There is increasing focus on adapting predictive models into agent-like systems, most notably AI assistants based on language models. We outline two structural reasons for why these models can fail when turned into agents. First, we discuss auto-sugg
Externí odkaz:
http://arxiv.org/abs/2402.05829
Publikováno v:
In Food Chemistry 15 February 2025 465 Part 1
Autor:
Choi, Youngduck, Na, Yoonho, Yoon, Youngjik, Shin, Jonghun, Bae, Chan, Suh, Hongseok, Kim, Byungsoo, Heo, Jaewe
Learning Path Recommendation is the heart of adaptive learning, the educational paradigm of an Interactive Educational System (IES) providing a personalized learning experience based on the student's history of learning activities. In typical existin
Externí odkaz:
http://arxiv.org/abs/2005.03818
Autor:
Choi, Youngduck, Lee, Youngnam, Cho, Junghyun, Baek, Jineon, Kim, Byungsoo, Cha, Yeongmin, Shin, Dongmin, Bae, Chan, Heo, Jaewe
Knowledge tracing, the act of modeling a student's knowledge through learning activities, is an extensively studied problem in the field of computer-aided education. Although models with attention mechanism have outperformed traditional approaches su
Externí odkaz:
http://arxiv.org/abs/2002.07033
Akademický článek
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Publikováno v:
In Journal of Pharmaceutical Sciences November 2023 112(11):2901-2909
Autor:
Choi, Youngduck, Lee, Youngnam, Cho, Junghyun, Baek, Jineon, Shin, Dongmin, Yu, Hangyeol, Shim, Yugeun, Lee, Seewoo, Shin, Jonghun, Bae, Chan, Kim, Byungsoo, Heo, Jaewe
Like many other domains in Artificial Intelligence (AI), there are specific tasks in the field of AI in Education (AIEd) for which labels are scarce and expensive, such as predicting exam score or review correctness. A common way of circumventing lab
Externí odkaz:
http://arxiv.org/abs/2002.05505
Autor:
Choi, Youngduck, Lee, Youngnam, Shin, Dongmin, Cho, Junghyun, Park, Seoyon, Lee, Seewoo, Baek, Jineon, Bae, Chan, Kim, Byungsoo, Heo, Jaewe
With advances in Artificial Intelligence in Education (AIEd) and the ever-growing scale of Interactive Educational Systems (IESs), data-driven approach has become a common recipe for various tasks such as knowledge tracing and learning path recommend
Externí odkaz:
http://arxiv.org/abs/1912.03072
Autor:
Lee, Yunjung, Kim, Soo Sung, Choi, Su-Mi, Bae, Chan-Joong, Oh, Tae-Hoon, Kim, Seong Eun, Kim, Uh Jin, Kang, Seung-Ji, Jung, Sook-In, Park, Kyung-Hwa
Publikováno v:
In Journal of Global Antimicrobial Resistance March 2022 28:43-48
Publikováno v:
In Orthopaedics & Traumatology: Surgery & Research November 2019 105(7):1389-1394