adaptive learning

83 papers

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Co-occurring keywords

large language model (12755) educational technology (106) neural network (6616) reinforcement learning (4122) representation learning (6174) knowledge distillation (3680) online learning (1770) language learning (156) regret bound (1918) personalized learning (58)

Papers

PAL: Personal Adaptive Learner AAAI 2026

FeTS: A Feature-Aware Framework for Time Series Forecasting AAAI 2026

Beyond Passive Viewing: A Pilot Study of a Hybrid Learning Platform Augmenting Video Lectures with Conversational AI. EACL 2026

AP2O-Coder: Adaptively Progressive Preference Optimization for Reducing Compilation and Runtime Errors in LLM-Generated Code AAAI 2026

Adaptive Graph Unlearning IJCAI 2025

Adaptive Gradient Learning for Spiking Neural Networks by Exploiting Membrane Potential Dynamics IJCAI 2025

Alignment Drift in CEFR-prompted LLMs for Interactive Spanish Tutoring ACL 2025

ReSURE: Regularizing Supervision Unreliability for Multi-turn Dialogue Fine-tuning EMNLP 2025

ReAL: How Can LLMs Simulate the Real Teacher? Retrieval-enhanced Agent for Adaptive Learning EMNLP 2025

UPSC2M: Benchmarking Adaptive Learning from Two Million MCQ Attempts ACL 2025

Adaptive Deep Learning from Crowds IJCAI 2025

Adaptive Learning of High-Value Regions for Semi-Supervised Medical Image Segmentation ICCV 2025

RoDA: Robust Domain Alignment for Cross-Domain Retrieval Against Label Noise AAAI 2025

GenAL: Generative Agent for Adaptive Learning AAAI 2025

Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance EMNLP 2025

FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making EMNLP 2025

The Adaptive Q-Network for Recommendation Tasks with Dynamic Item Space AAAI 2025

Multi-modal Medical Diagnosis via Large-small Model Collaboration CVPR 2025

Automatic concept extraction for learning domain modeling: A weakly supervised approach using contextualized word embeddings ACL 2025

Online Reinforcement Learning-Based Pedagogical Planning for Narrative-Centered Learning Environments AAAI 2024

Statistical curriculum learning: An elimination algorithm achieving an oracle risk COLT 2024

NaMa: Neighbor-Aware Multi-Modal Adaptive Learning for Prostate Tumor Segmentation on Anisotropic MR Images AAAI 2024

Empowering Adaptive Digital Game-Based Language Learning for Under-Resourced Languages Through Text Analysis COLING 2024

Knowledge-centered conversational agents with a drive to learn NAACL 2024

Dynamic against Dynamic: An Open-Set Self-Learning Framework IJCAI 2024