Revisiting Comprehensive Knowledge Tracing in Large-Scale Data

代码

Official repo for "Test Case-Informed Knowledge Tracing for Open-ended Coding Tasks" (LAK2025)

Disentangled Knowledge Tracing for Alleviating Cognitive Bias

code for paper: Interpretable Knowledge Tracing with Difficulty-Aware Attention and Selective State Space Model

Knowledge Concept-based Memory Network

Public code for our paper Learning states enhanced knowledge tracing: Simulating the diversity in real-world learning process

Cuff-KT: Tackling Learners' Real-time Learning Pattern Adjustment via Tuning-Free Knowledge State-Guided Model Updating

Learning Patterns-Guided Data Generation for Knowledge Tracing

the code of HCGKT

This a demo implementation code for our paper "Thinking As a Teacher: LLM Supporting Knowledge Tracing Leveraging Global Subject and Student Specific Knowledge Graphs""

Concept map-driven Response disentanglement method for enhancing Knowledge Tracing (CRKT)

[KDD-2024] "RIGL: A Unified Reciprocal Approach for Tracing the Independent and Group Learning Processes"

[KDD 2025] KnowTrace: Bootstrapping Iterative Retrieval-Augmented Generation with Structured Knowledge Tracing

Contrastive Cross-Course Knowledge Tracing via Concept Graph Guided Semantic Transfer

This is the source code for the paper "Multi-level Contrastive Learning for Knowledge Tracing"

EDM 2025, Using Large Multimodal Models to Extract Knowledge Components for Knowledge Tracing from Multimedia Question Information