Cover Image

Personalizing Education through an Adaptive LMS with Integrated LLMs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Spriggs, Kyle, Lau, Meng Cheng, Passi, Kalpdrum
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

LMS-AutoTSF: Learnable Multi-Scale Decomposition and Integrated Autocorrelation for Time Series Forecasting
by: Delibasoglu, Ibrahim, et al.
Published: (2024)

Reduced-Order Model-Guided Reinforcement Learning for Demonstration-Free Humanoid Locomotion
by: Liu, Shuai, et al.
Published: (2025)

PAD: Personalized Alignment of LLMs at Decoding-Time
by: Chen, Ruizhe, et al.
Published: (2024)

AI-Powered Math Tutoring: Platform for Personalized and Adaptive Education
by: Chudziak, Jarosław A., et al.
Published: (2025)

Exploring the Personality Traits of LLMs through Latent Features Steering
by: Yang, Shu, et al.
Published: (2024)

Step-wise Adaptive Integration of Supervised Fine-tuning and Reinforcement Learning for Task-Specific LLMs
by: Chen, Jack, et al.
Published: (2025)

Evaluating Adaptive Personalization of Educational Readings with Simulated Learners
by: Woo, Ryan T., et al.
Published: (2026)

Adaptive Token Boundaries: Integrating Human Chunking Mechanisms into Multimodal LLMs
by: Yu, Dongxing
Published: (2025)

Understanding the Geospatial Reasoning Capabilities of LLMs: A Trajectory Recovery Perspective
by: Truong, Thinh Hung, et al.
Published: (2025)

ExpertAgent: Enhancing Personalized Education through Dynamic Planning and Retrieval-Augmented Long-Chain Reasoning
by: Zhu, Binrong, et al.
Published: (2025)

Towards Balancing Preference and Performance through Adaptive Personalized Explainability
by: Silva, Andrew, et al.
Published: (2025)

Fusion-Eval: Integrating Assistant Evaluators with LLMs
by: Shu, Lei, et al.
Published: (2023)

Orchestrating LLMs with Different Personalizations
by: Zhou, Jin Peng, et al.
Published: (2024)

Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics
by: Lee, Seungbeen, et al.
Published: (2024)

LLM CHESS: Benchmarking Reasoning and Instruction-Following in LLMs through Chess
by: Kolasani, Sai, et al.
Published: (2025)

Long Context, Less Focus: A Scaling Gap in LLMs Revealed through Privacy and Personalization
by: Gu, Shangding
Published: (2026)

POPI: Personalizing LLMs via Optimized Natural Language Preference Inference
by: Chen, Yizhuo, et al.
Published: (2025)

When Personalization Misleads: Understanding and Mitigating Hallucinations in Personalized LLMs
by: Sun, Zhongxiang, et al.
Published: (2026)

Enhancing Math Learning in an LMS Using AI-Driven Question Recommendations
by: Råmunddal, Justus
Published: (2025)

Personalized Digital Health Modeling with Adaptive Support Users
by: Yang, Zhongqi, et al.
Published: (2026)

PERSA: Reinforcement Learning for Professor-Style Personalized Feedback with LLMs
by: Ranjan, Ravi, et al.
Published: (2026)

GUARD: Guideline Upholding Test through Adaptive Role-play and Jailbreak Diagnostics for LLMs
by: Jin, Haibo, et al.
Published: (2025)

LLMs for Coding and Robotics Education
by: Shu, Peng, et al.
Published: (2024)

PersonaDual: Balancing Personalization and Objectivity via Adaptive Reasoning
by: Liu, Xiaoyou, et al.
Published: (2026)

PythonPal: Enhancing Online Programming Education through Chatbot-Driven Personalized Feedback
by: Palahan, Sirinda
Published: (2025)

PAL: Personal Adaptive Learner
by: Chakraborty, Megha, et al.
Published: (2026)

Seamful XAI: Operationalizing Seamful Design in Explainable AI
by: Ehsan, Upol, et al.
Published: (2022)

Multi-Personality Generation of LLMs at Decoding-time
by: Chen, Rongxin, et al.
Published: (2025)

Advancing and Benchmarking Personalized Tool Invocation for LLMs
by: Huang, Xu, et al.
Published: (2025)

Guided Profile Generation Improves Personalization with LLMs
by: Zhang, Jiarui
Published: (2024)

AnveshanaAI: A Multimodal Platform for Adaptive AI/ML Education through Automated Question Generation and Interactive Assessment
by: Thakur, Rakesh, et al.
Published: (2025)

Personalized Education with Ranking Alignment Recommendation
by: Liu, Haipeng, et al.
Published: (2025)

Analytica: Soft Propositional Reasoning for Robust and Scalable LLM-Driven Analysis
by: Cheng, Junyan, et al.
Published: (2026)

FLEx: Personalized Federated Learning for Mixture-of-Experts LLMs via Expert Grafting
by: Liu, Fan, et al.
Published: (2025)

Cross-Cloud Data Privacy Protection: Optimizing Collaborative Mechanisms of AI Systems by Integrating Federated Learning and LLMs
by: Luo, Huaiying, et al.
Published: (2025)

A Roadmap to Guide the Integration of LLMs in Hierarchical Planning
by: Puerta-Merino, Israel, et al.
Published: (2025)

DIVA-GRPO: Enhancing Multimodal Reasoning through Difficulty-Adaptive Variant Advantage
by: Gao, Haowen, et al.
Published: (2026)

Integrating LLMs in Gamified Systems
by: Costa, Carlos J.
Published: (2025)

The Geometry of Harmfulness in LLMs through Subconcept Probing
by: Shah, McNair, et al.
Published: (2025)

Can LLMs Make (Personalized) Access Control Decisions?
by: Groschupp, Friederike, et al.
Published: (2025)