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adaptive learning

83 papers

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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