knowledge tracing

Enhancing the Knowledge Tracing via a Plug-In Guided Diffusion Model AAAI 2026 HISE-KT: Synergizing Heterogeneous Information Networks and LLMs for Explainable Knowledge Tracing with Meta-Path Optimization AAAI 2026 KeenKT: Knowledge Mastery-State Disambiguation for Knowledge Tracing AAAI 2026 KTCF: Actionable Recourse in Knowledge Tracing via Counterfactual Explanations for Education AAAI 2026 MicroC-KT: Modeling Community Effect via Learning Micro-Environment for Evidence-Grounded Explainable Knowledge Tracing ACL 2026 Towards LLM-Empowered Knowledge Tracing via LLM-Student Hierarchical Behavior Alignment in Hyperbolic Space AAAI 2026 Agent4Edu: Generating Learner Response Data by Generative Agents for Intelligent Education Systems AAAI 2025 CIKT: A Collaborative and Iterative Knowledge Tracing Framework with Large Language Models EMNLP 2025 Cognitive Fluctuations Enhanced Attention Network for Knowledge Tracing AAAI 2025 Contrastive Cross-Course Knowledge Tracing via Concept Graph Guided Knowledge Transfer IJCAI 2025 Denoised Attention and Question-Augmented Representations for Knowledge Tracing IJCAI 2025 Extended LSTMs for Knowledge Tracing: Peeking Inside the Black Box (Student Abstract) AAAI 2025 Knowledge Tracing in Programming Education Integrating Students’ Questions ACL 2025 KVFKT: A New Horizon in Knowledge Tracing with Attention-Based Embedding and Forgetting Curve Integration COLING 2025 Multi-Perspective Consolidation Enhanced Cognitive Diagnosis via Conditional Diffusion Model AAAI 2025 Neighborhood-Aware Negative Sampling for Student Knowledge and Behavior Modeling AAAI 2025 Not All Options Are Created Equal: Textual Option Weighting for Token-Efficient LLM-Based Knowledge Tracing EMNLP 2025 Priority Guided Explanation for Knowledge Tracing with Dual Ranking and Similarity Consistency IJCAI 2025 Reparameterizing Hybrid Markov Logic Networks to handle Covariate-Shift in Representations UAI 2025 Rethinking and Improving Student Learning and Forgetting Processes for Attention based Knowledge Tracing Models AAAI 2025 Self Knowledge-Tracing for Tool Use (SKT-Tool): Helping LLM Agents Understand Their Capabilities in Tool Use NAACL 2025 Training Turn-by-Turn Verifiers for Dialogue Tutoring Agents: The Curious Case of LLMs as Your Coding Tutors ACL 2025 Uncertainty-aware Knowledge Tracing AAAI 2025 UniEDU: Toward Unified and Efficient Large Multimodal Models for Educational Tasks EMNLP 2025 Boosting Neural Cognitive Diagnosis with Student’s Affective State Modeling AAAI 2024