no code implementations • 8 Apr 2024 • Juneyoung Park, Da Young Kim, Yunsoo Kim, Jisu Yoo, Tae Joon Kim
Cardiologists use electrocardiograms (ECG) for the detection of arrhythmias.
1 code implementation • 6 Mar 2023 • Hangyeol Yu, Myeongho Jeong, Jamin Shin, Hyeongdon Moon, Juneyoung Park, Seungtaek Choi
Large Pre-trained Language Models (PLM) have become the most desirable starting point in the field of NLP, as they have become remarkably good at solving many individual tasks.
1 code implementation • 21 Nov 2022 • Hyeongdon Moon, Yoonseok Yang, Jamin Shin, Hangyeol Yu, SeungHyun Lee, Myeongho Jeong, Juneyoung Park, Minsam Kim, Seungtaek Choi
They fail to evaluate the MCQ's ability to assess the student's knowledge of the corresponding target fact.
no code implementations • 9 May 2022 • Xinyu Wang, Yohan Lee, Juneyoung Park
This paper surveys and organizes research works in an under-studied area, which we call automated evaluation for student argumentative writing.
1 code implementation • NAACL 2022 • Yoonseok Yang, Kyu Seok Kim, Minsam Kim, Juneyoung Park
To tackle this issue, we propose GRAM (GRadient Accumulation for Multi-modality in CCF), which exploits the fact that a given item often appears multiple times within a batch of interaction histories.
no code implementations • 8 Apr 2022 • Suyeong An, JungHoon Kim, Minsam Kim, Juneyoung Park
One of the most common approach to student assessment is Knowledge Tracing (KT), which evaluates a student's knowledge state by predicting whether the student will answer a given question correctly or not.
1 code implementation • Findings (ACL) 2022 • Jamin Shin, Hangyeol Yu, Hyeongdon Moon, Andrea Madotto, Juneyoung Park
In this paper, we hypothesize that dialogue summaries are essentially unstructured dialogue states; hence, we propose to reformulate dialogue state tracking as a dialogue summarization problem.
Abstractive Dialogue Summarization Dialogue State Tracking +2
no code implementations • 27 Dec 2021 • Jamin Shin, Juneyoung Park
When learning a second language (L2), one of the most important but tedious components that often demoralizes students with its ineffectiveness and inefficiency is vocabulary acquisition, or more simply put, memorizing words.
no code implementations • 3 May 2021 • Seewoo Lee, Youngduck Choi, Juneyoung Park, Byungsoo Kim, Jinwoo Shin
Knowledge Tracing (KT), tracking a human's knowledge acquisition, is a central component in online learning and AI in Education.