xiaopengguo / ATKT
"Enhancing Knowledge Tracing via Adversarial Training", ACM MM 2021 (Oral).
☆27Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for ATKT
- DIRT:Deep Learning Enhanced Item Response Theory for Cognitive Diagnosis☆24Updated 4 years ago
- ☆52Updated 5 months ago
- Official Pytorch implementation of "LANA: Towards Personalized Deep Knowledge Tracing Through Distinguishable Interactive Sequences"☆20Updated 3 years ago
- WSDM'2021: Temporal Cross-Effects in Knowledge Tracing☆25Updated last year
- ☆34Updated 4 years ago
- Multiple Knowledge Tracing models implemented by mxnet☆19Updated 3 years ago
- ☆27Updated 3 years ago
- DGEKT: A Dual Graph Ensemble Learning Method for Knowlegde Tracing☆17Updated 2 years ago
- a simple pytorch implemention of paper A Self-Attentive model for Knowledge Tracing☆35Updated last year
- ☆14Updated 2 years ago
- ☆93Updated 3 years ago
- ☆18Updated 4 years ago
- Multiple Knowledge Tracing models implemented by pytorch☆13Updated 3 years ago
- GIKT: A Graph-based Interaction Model for Knowledge Tracing☆68Updated 3 years ago
- The code corresponding to paper RKT : Relation-Aware Self-Attention for Knowledge Tracing☆42Updated 3 years ago
- 2021 CIKM: source code for the Multi-Factors Aware Dual-Attentional Knowledge Tracing (MF-DAKT)☆16Updated last year
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆20Updated 3 years ago
- A pytorch implement of "Application of Deep Self-Attention in Knowledge Tracing"☆10Updated 3 years ago
- ☆61Updated 5 years ago
- we build a student simulator with our concept-aware deep knowledge tracing model, and then use it to train a flexible and scalable person…☆48Updated last year
- An implementation of the Deep Knowledge Tracing (DKT) using Tensorflow 2.0☆95Updated 3 years ago
- Dynamic Key-Value Memory Networks for Knowledge Tracing☆21Updated 6 years ago
- Learning Behavior-oriented Knowledge Tracing☆11Updated 7 months ago
- ☆39Updated 5 years ago
- Hierarchical Attention Network based Explainable Knowledge Tracing☆10Updated 2 years ago
- ☆79Updated 5 months ago
- Implementation of Improving Knowledge Tracing with Collaborative Information☆17Updated 2 years ago
- ☆12Updated last year
- Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network☆114Updated 3 years ago
- ☆140Updated last year