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Knowledge Tracing

Papers archive 2025-07-28

archive papers tagged: 215 · with a code link: 110 · where Syntology ran a sample: 19 (17 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (19 of 215 tagged: 17 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 215, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• EKT: Exercise-aware Knowledge Tracing for Student Performance Prediction
  7 Jun 2019 1 repository listed
• Augmenting Knowledge Tracing by Considering Forgetting Behavior
  13 May 2019 1 repository listed
• Dynamic Student Classiffication on Memory Networks for Knowledge Tracing
  22 Mar 2019 1 repository listed
• Knowledge Query Network for Knowledge Tracing
  4 Mar 2019 1 repository listed
• Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing
  24 Sep 2018 1 repository listed
• Incorporating Features Learned by an Enhanced Deep Knowledge Tracing Model for STEM/Non-STEM Job Prediction
  6 Jun 2018 1 repository listed
• Deep Factorization Machines for Knowledge Tracing
  1 Jun 2018 1 repository listed
• Deep Factorization Machines for Knowledge Tracing
  1 May 2018 1 repository listed
• A Trainable Spaced Repetition Model for Language Learning
  1 Aug 2016 1 repository listed
• Back to the Basics: Bayesian extensions of IRT outperform neural networks for proficiency estimation
  8 Apr 2016 1 repository listed
• CogGen: A Learner-Centered Generative AI Architecture for Intelligent Tutoring with Programming Video
  25 Jun 2025 0 repositories listed
• Denoising Programming Knowledge Tracing with a Code Graph-based Tuning Adaptor
  7 Jun 2025 0 repositories listed
• Hierarchical Bayesian Knowledge Tracing in Undergraduate Engineering Education
  29 May 2025 0 repositories listed
• Pedagogy-R1: Pedagogically-Aligned Reasoning Model with Balanced Educational Benchmark
  24 May 2025 0 repositories listed
• Survey of Loss Augmented Knowledge Tracing
  21 Apr 2025 0 repositories listed
• RouterKT: Mixture-of-Experts for Knowledge Tracing
  11 Apr 2025 0 repositories listed
• AdvKT: An Adversarial Multi-Step Training Framework for Knowledge Tracing
  7 Apr 2025 0 repositories listed
• Improving Question Embeddings with Cognitiv Representation Optimization for Knowledge Tracing
  5 Apr 2025 0 repositories listed
• UniEDU: A Unified Language and Vision Assistant for Education Applications
  26 Mar 2025 0 repositories listed
• LLM-driven Effective Knowledge Tracing by Integrating Dual-channel Difficulty
  27 Feb 2025 0 repositories listed
• Knowledge Tracing in Programming Education Integrating Students' Questions
  22 Jan 2025 0 repositories listed Syntology 5 ran (of which 2 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• TutorLLM: Customizing Learning Recommendations with Knowledge Tracing and Retrieval-Augmented Generation
  20 Jan 2025 0 repositories listed
• DASKT: A Dynamic Affect Simulation Method for Knowledge Tracing
  18 Jan 2025 0 repositories listed
• Sparse Binary Representation Learning for Knowledge Tracing
  17 Jan 2025 0 repositories listed
• Tracking student skills real-time through a continuous-variable dynamic Bayesian network
  17 Jan 2025 0 repositories listed
• Advancing Personalized Learning Analysis via an Innovative Domain Knowledge Informed Attention-based Knowledge Tracing Method
  9 Jan 2025 0 repositories listed
• Learning states enhanced knowledge tracing: Simulating the diversity in real-world learning process
  27 Dec 2024 0 repositories listed
• Fair Knowledge Tracing in Second Language Acquisition
  23 Dec 2024 0 repositories listed
• Not All Options Are Created Equal: Textual Option Weighting for Token-Efficient LLM-Based Knowledge Tracing
  14 Oct 2024 0 repositories listed
• Deep Knowledge Tracing for Personalized Adaptive Learning at Historically Black Colleges and Universities
  2 Oct 2024 0 repositories listed
• Learning to Love Edge Cases in Formative Math Assessment: Using the AMMORE Dataset and Chain-of-Thought Prompting to Improve Grading Accuracy
  26 Sep 2024 0 repositories listed
• Temporal Graph Memory Networks For Knowledge Tracing
  23 Sep 2024 0 repositories listed
• Personalized Knowledge Tracing through Student Representation Reconstruction and Class Imbalance Mitigation
  10 Sep 2024 0 repositories listed
• From Prediction to Application: Language Model-based Code Knowledge Tracing with Domain Adaptive Pre-Training and Automatic Feedback System with Pedagogical Prompting for Comprehensive Programming Education
  31 Aug 2024 0 repositories listed
• Uncertainty-preserving deep knowledge tracing with state-space models
  9 Jul 2024 0 repositories listed
• Domain Generalizable Knowledge Tracing via Concept Aggregation and Relation-Based Attention
  2 Jul 2024 0 repositories listed
• Integrating Attentional Factors and Spacing in Logistic Knowledge Tracing Models to Explore the Impact of Training Sequences on Category Learning
  22 Jun 2024 0 repositories listed
• CLST: Cold-Start Mitigation in Knowledge Tracing by Aligning a Generative Language Model as a Students' Knowledge Tracer
  13 Jun 2024 0 repositories listed
• Language Model Can Do Knowledge Tracing: Simple but Effective Method to Integrate Language Model and Knowledge Tracing Task
  5 Jun 2024 0 repositories listed
• Programming knowledge tracing based on heterogeneous graph representation
  1 Jun 2024 0 repositories listed
• Dual-State Personalized Knowledge Tracing with Emotional Incorporation
  27 May 2024 0 repositories listed
• Mamba4KT:An Efficient and Effective Mamba-based Knowledge Tracing Model
  26 May 2024 0 repositories listed
• Learning Structure and Knowledge Aware Representation with Large Language Models for Concept Recommendation
  21 May 2024 0 repositories listed
• Enhancing Deep Knowledge Tracing via Diffusion Models for Personalized Adaptive Learning
  25 Apr 2024 0 repositories listed
• Integrating LSTM and BERT for Long-Sequence Data Analysis in Intelligent Tutoring Systems
  24 Apr 2024 0 repositories listed
• Personalized Forgetting Mechanism with Concept-Driven Knowledge Tracing
  18 Apr 2024 0 repositories listed
• Deep Learning for Educational Data Science
  12 Apr 2024 0 repositories listed
• A Survey of Explainable Knowledge Tracing
  12 Mar 2024 0 repositories listed
• Predicting Learning Performance with Large Language Models: A Study in Adult Literacy
  4 Mar 2024 0 repositories listed
• A Review of Data Mining in Personalized Education: Current Trends and Future Prospects
  27 Feb 2024 0 repositories listed
• KARL: Knowledge-Aware Retrieval and Representations aid Retention and Learning in Students
  19 Feb 2024 0 repositories listed
• Analysis of Knowledge Tracing performance on synthesised student data
  30 Jan 2024 0 repositories listed
• Parametric Constraints for Bayesian Knowledge Tracing from First Principles
  23 Dec 2023 0 repositories listed
• Difficulty-Focused Contrastive Learning for Knowledge Tracing with a Large Language Model-Based Difficulty Prediction
  19 Dec 2023 0 repositories listed
• On the verification of Embeddings using Hybrid Markov Logic
  13 Dec 2023 0 repositories listed
• Knowledge Tracing Challenge: Optimal Activity Sequencing for Students
  13 Nov 2023 0 repositories listed
• A Comprehensive Survey on Deep Learning Techniques in Educational Data Mining
  9 Sep 2023 0 repositories listed
• Deep Knowledge Tracing is an implicit dynamic multidimensional item response theory model
  18 Aug 2023 0 repositories listed
• Leveraging Skill-to-Skill Supervision for Knowledge Tracing
  12 Jun 2023 0 repositories listed
• Set-to-Sequence Ranking-based Concept-aware Learning Path Recommendation
  7 Jun 2023 0 repositories listed
• Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with Customized Exercise Generation
  22 May 2023 0 repositories listed
• Adaptive Learning Path Navigation Based on Knowledge Tracing and Reinforcement Learning
  8 May 2023 0 repositories listed
• Multi-granulariy Time-based Transformer for Knowledge Tracing
  11 Apr 2023 0 repositories listed
• Quiz-based Knowledge Tracing
  5 Apr 2023 0 repositories listed
• Imputing Knowledge Tracing Data with Subject-Based Training via LSTM Variational Autoencoders Frameworks
  24 Feb 2023 0 repositories listed
• A Probabilistic Generative Model for Tracking Multi-Knowledge Concept Mastery Probability
  17 Feb 2023 0 repositories listed
• DKT-STDRL: Spatial and Temporal Representation Learning Enhanced Deep Knowledge Tracing for Learning Performance Prediction
  15 Feb 2023 0 repositories listed
• Augmenting Interpretable Knowledge Tracing by Ability Attribute and Attention Mechanism
  4 Feb 2023 0 repositories listed
• Differentiating Student Feedbacks for Knowledge Tracing
  16 Dec 2022 0 repositories listed
• Multi-Layer Personalized Federated Learning for Mitigating Biases in Student Predictive Analytics
  5 Dec 2022 0 repositories listed
• SAICL: Student Modelling with Interaction-level Auxiliary Contrastive Tasks for Knowledge Tracing and Dropout Prediction
  7 Oct 2022 0 repositories listed
• APGKT: Exploiting Associative Path on Skills Graph for Knowledge Tracing
  5 Oct 2022 0 repositories listed
• DBE-KT22: A Knowledge Tracing Dataset Based on Online Student Evaluation
  19 Aug 2022 0 repositories listed
• Equity and Fairness of Bayesian Knowledge Tracing
  4 May 2022 0 repositories listed
• No Task Left Behind: Multi-Task Learning of Knowledge Tracing and Option Tracing for Better Student Assessment
  8 Apr 2022 0 repositories listed
• Bi-CLKT: Bi-Graph Contrastive Learning based Knowledge Tracing
  22 Jan 2022 0 repositories listed
• Knowledge Tracing: A Survey
  8 Jan 2022 0 repositories listed
• Incremental Knowledge Tracing from Multiple Schools
  7 Jan 2022 0 repositories listed
• Empirical Evaluation of Deep Learning Models for Knowledge Tracing: Of Hyperparameters and Metrics on Performance and Replicability
  30 Dec 2021 0 repositories listed
• Masked Deep Q-Recommender for Effective Question Scheduling
  19 Dec 2021 0 repositories listed
• Programming Knowledge Tracing: A Comprehensive Dataset and A New Model
  11 Dec 2021 0 repositories listed
• Learning Data Teaching Strategies Via Knowledge Tracing
  13 Nov 2021 0 repositories listed
• An Approach for Combining Multimodal Fusion and Neural Architecture Search Applied to Knowledge Tracing
  8 Nov 2021 0 repositories listed
• Interpreting Deep Knowledge Tracing Model on EdNet Dataset
  31 Oct 2021 0 repositories listed
• Deep Graph Memory Networks for Forgetting-Robust Knowledge Tracing
  18 Aug 2021 0 repositories listed
• Consistency and Monotonicity Regularization for Neural Knowledge Tracing
  3 May 2021 0 repositories listed
• On Representation Learning for Scientific News Articles Using Heterogeneous Knowledge Graphs
  12 Apr 2021 0 repositories listed
• MUSE: Multi-Scale Temporal Features Evolution for Knowledge Tracing
  30 Jan 2021 0 repositories listed
• LSTM-SAKT: LSTM-Encoded SAKT-like Transformer for Knowledge Tracing
  28 Jan 2021 0 repositories listed
• On the Interpretability of Deep Learning Based Models for Knowledge Tracing
  27 Jan 2021 0 repositories listed
• Do we need to go Deep? Knowledge Tracing with Big Data
  20 Jan 2021 0 repositories listed
• An Empirical Comparison of Deep Learning Models for Knowledge Tracing on Large-Scale Dataset
  16 Jan 2021 0 repositories listed
• Using Deep Reinforcement Learning to Train and Evaluate Instructional Sequencing Policies for an Intelligent Tutoring System
  1 Jan 2021 0 repositories listed
• BKT-LSTM: Efficient Student Modeling for knowledge tracing and student performance prediction
  22 Dec 2020 0 repositories listed
• Explainable Knowledge Tracing Models for Big Data: Is Ensembling an Answer?
  10 Nov 2020 0 repositories listed
• Exercise Hierarchical Feature Enhanced Knowledge Tracing
  23 Oct 2020 0 repositories listed
• Deep Knowledge Tracing with Learning Curves
  26 Jul 2020 0 repositories listed
• HGKT: Introducing Hierarchical Exercise Graph for Knowledge Tracing
  13 Jun 2020 0 repositories listed
• qDKT: Question-centric Deep Knowledge Tracing
  25 May 2020 0 repositories listed
• Dynamic Knowledge embedding and tracing
  18 May 2020 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.