Search Results for author: Minsam Kim

Found 3 papers, 2 papers with code

Evaluating the Knowledge Dependency of Questions

1 code implementation21 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.

Multiple-choice

GRAM: Fast Fine-tuning of Pre-trained Language Models for Content-based Collaborative Filtering

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.

Collaborative Filtering Knowledge Tracing +1

No Task Left Behind: Multi-Task Learning of Knowledge Tracing and Option Tracing for Better Student Assessment

no code implementations8 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.

Knowledge Tracing Multiple-choice +1

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