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Empirical Evaluation of Deep Learning Models for Knowledge Tracing: Of Hyperparameters and Metrics on Performance and Replicability
30 December 2021
Sami Sarsa
Juho Leinonen
Arto Hellas
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Papers citing
"Empirical Evaluation of Deep Learning Models for Knowledge Tracing: Of Hyperparameters and Metrics on Performance and Replicability"
8 / 8 papers shown
Title
Synthetic Students: A Comparative Study of Bug Distribution Between Large Language Models and Computing Students
Stephen MacNeil
M. Rogalska
Juho Leinonen
Paul Denny
Arto Hellas
Xandria Crosland
SyDa
29
2
0
11 Oct 2024
Student Answer Forecasting: Transformer-Driven Answer Choice Prediction for Language Learning
Elena Grazia Gado
Tommaso Martorella
Luca Zunino
Paola Mejia-Domenzain
Vinitra Swamy
Jibril Frej
Tanja Kaser
AI4Ed
40
0
0
30 May 2024
Benchmarking Educational Program Repair
Charles Koutcheme
Nicola Dainese
Sami Sarsa
Juho Leinonen
Arto Hellas
Paul Denny
AI4Ed
42
5
0
08 May 2024
Deep Learning for Educational Data Science
Juan D. Pinto
Luc Paquette
46
3
0
12 Apr 2024
Towards Modeling Learner Performance with Large Language Models
Seyed Parsa Neshaei
Richard Lee Davis
Adam Hazimeh
Bojan Lazarevski
Pierre Dillenbourg
Tanja Kaser
AI4Ed
41
5
0
29 Feb 2024
simpleKT: A Simple But Tough-to-Beat Baseline for Knowledge Tracing
Zitao Liu
Qiongqiong Liu
Jiahao Chen
Shuyan Huang
Weiqing Luo
AI4Ed
21
38
0
14 Feb 2023
Do we need to go Deep? Knowledge Tracing with Big Data
V. Mandalapu
Jiaqi Gong
L. Chen
AI4Ed
HAI
14
9
0
20 Jan 2021
Effective Approaches to Attention-based Neural Machine Translation
Thang Luong
Hieu H. Pham
Christopher D. Manning
218
7,925
0
17 Aug 2015
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