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cognitive diagnosis

A fundamental task in 'AI + Education'.

Papers

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Showing 1–25 of 42 papers

TitleStatusHype
Survey of Computerized Adaptive Testing: A Machine Learning PerspectiveCode2
Inductive Cognitive Diagnosis for Fast Student Learning in Web-Based Online Intelligent Education SystemsCode1
MoocRadar: A Fine-grained and Multi-aspect Knowledge Repository for Improving Cognitive Student Modeling in MOOCsCode1
Capturing Homogeneous Influence among Students: Hypergraph Cognitive Diagnosis for Intelligent Education SystemsCode1
Designing Novel Cognitive Diagnosis Models via Evolutionary Multi-Objective Neural Architecture SearchCode1
Symbolic Cognitive Diagnosis via Hybrid Optimization for Intelligent Education SystemsCode1
DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive DiagnosisCode1
Zero-1-to-3: Domain-level Zero-shot Cognitive Diagnosis via One Batch of Early-bird Students towards Three Diagnostic ObjectivesCode1
Exploring Heterogeneity and Uncertainty for Graph-based Cognitive Diagnosis Models in Intelligent EducationCode1
Towards the Identifiability and Explainability for Personalized Learner Modeling: An Inductive ParadigmCode0
DISCO: A Hierarchical Disentangled Cognitive Diagnosis Framework for Interpretable Job RecommendationCode0
Path-Specific Causal Reasoning for Fairness-aware Cognitive DiagnosisCode0
Prompt Transfer for Dual-Aspect Cross Domain Cognitive DiagnosisCode0
Enhancing Item Response Theory for Cognitive DiagnosisCode0
A Dual-Fusion Cognitive Diagnosis Framework for Open Student Learning EnvironmentsCode0
Disentangling Heterogeneous Knowledge Concept Embedding for Cognitive Diagnosis on Untested KnowledgeCode0
Language Representation Favored Zero-Shot Cross-Domain Cognitive DiagnosisCode0
Collaborative Cognitive Diagnosis with Disentangled Representation Learning for Learner ModelingCode0
LLM4CD: Leveraging Large Language Models for Open-World Knowledge Augmented Cognitive DiagnosisCode0
Neural Cognitive Diagnosis for Intelligent Education SystemsCode0
Multi-Dimensional Ability Diagnosis for Machine Learning AlgorithmsCode0
Hybrid Representation Learning for Cognitive Diagnosis in Late-Life Depression Over 5 Years with Structural MRICode0
Self-supervised Graph Learning for Long-tailed Cognitive Diagnosis—0
A Review of Data Mining in Personalized Education: Current Trends and Future Prospects—0
A Survey of Models for Cognitive Diagnosis: New Developments and Future Directions—0
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