personalized learning

Dr.Academy: A Benchmark for Evaluating Questioning Capability in Education for Large Language Models ACL 2024 Dual Calibration-based Personalised Federated Learning IJCAI 2024 Formal Logic Enabled Personalized Federated Learning through Property Inference AAAI 2024 Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate ICLR 2024 PerFedRLNAS: One-for-All Personalized Federated Neural Architecture Search AAAI 2024 Predictive, scalable and interpretable knowledge tracing on structured domains ICLR 2024 Revolutionizing Education through AI-Powered Inclusive Learning Systems AAAI 2024 SocraticLM: Exploring Socratic Personalized Teaching with Large Language Models NeurIPS 2024 Stepwise Verification and Remediation of Student Reasoning Errors with Large Language Model Tutors EMNLP 2024 Student Data Paradox and Curious Case of Single Student-Tutor Model: Regressive Side Effects of Training LLMs for Personalized Learning EMNLP 2024 Unlocking the Potential of Prompt-Tuning in Bridging Generalized and Personalized Federated Learning CVPR 2024 Adaptive and Personalized Exercise Generation for Online Language Learning ACL 2023 BETA-CD: A Bayesian Meta-Learned Cognitive Diagnosis Framework for Personalized Learning AAAI 2023 Enhancing Video-based Learning Using Knowledge Tracing: Personalizing Students’ Learning Experience with ORBITS ACL 2023 Evaluating Reading Comprehension Exercises Generated by LLMs: A Showcase of ChatGPT in Education Applications ACL 2023 FedALA: Adaptive Local Aggregation for Personalized Federated Learning AAAI 2023 FedCR: Personalized Federated Learning Based on Across-Client Common Representation with Conditional Mutual Information Regularization ICML 2023 Mobilizing Personalized Federated Learning in Infrastructure-Less and Heterogeneous Environments via Random Walk Stochastic ADMM NeurIPS 2023 PALS: Personalized Active Learning for Subjective Tasks in NLP EMNLP 2023 Personalized Dictionary Learning for Heterogeneous Datasets NeurIPS 2023 Personal Primer Prototype 1: Invitation to Make Your Own Embooked Speech-Based Educational Artifact Interspeech 2023 PTADisc: A Cross-Course Dataset Supporting Personalized Learning in Cold-Start Scenarios NeurIPS 2023 Reliable and Interpretable Personalized Federated Learning CVPR 2023 Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems AAAI 2023 Closing the Generalization Gap of Cross-Silo Federated Medical Image Segmentation CVPR 2022