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adaptive learning

87 papers

Papers

AP2O-Coder: Adaptively Progressive Preference Optimization for Reducing Compilation and Runtime Errors in LLM-Generated Code AAAI 2026 Beyond Passive Viewing: A Pilot Study of a Hybrid Learning Platform Augmenting Video Lectures with Conversational AI. EACL 2026 FeTS: A Feature-Aware Framework for Time Series Forecasting AAAI 2026 PAL: Personal Adaptive Learner AAAI 2026 Adaptive Deep Learning from Crowds IJCAI 2025 Adaptive Gradient Learning for Spiking Neural Networks by Exploiting Membrane Potential Dynamics IJCAI 2025 Adaptive Graph Unlearning IJCAI 2025 Adaptive Learning of High-Value Regions for Semi-Supervised Medical Image Segmentation ICCV 2025 Alignment Drift in CEFR-prompted LLMs for Interactive Spanish Tutoring ACL 2025 Automatic concept extraction for learning domain modeling: A weakly supervised approach using contextualized word embeddings ACL 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 GenAL: Generative Agent for Adaptive Learning AAAI 2025 Momentum-Driven Adaptivity: Towards Tuning-Free Asynchronous Federated Learning ICML 2025 Multi-modal Medical Diagnosis via Large-small Model Collaboration CVPR 2025 ReAL: How Can LLMs Simulate the Real Teacher? Retrieval-enhanced Agent for Adaptive Learning EMNLP 2025 ReSURE: Regularizing Supervision Unreliability for Multi-turn Dialogue Fine-tuning EMNLP 2025 RoDA: Robust Domain Alignment for Cross-Domain Retrieval Against Label Noise AAAI 2025 The Adaptive Q-Network for Recommendation Tasks with Dynamic Item Space AAAI 2025 Unveiling Markov heads in Pretrained Language Models for Offline Reinforcement Learning ICML 2025 UPSC2M: Benchmarking Adaptive Learning from Two Million MCQ Attempts ACL 2025 ARM: Refining Multivariate Forecasting with Adaptive Temporal-Contextual Learning ICLR 2024 Dynamic against Dynamic: An Open-Set Self-Learning Framework IJCAI 2024 Empowering Adaptive Digital Game-Based Language Learning for Under-Resourced Languages Through Text Analysis COLING 2024 Enhancing Patient Recruitment Response in Clinical Trials: an Adaptive Learning Framework UAI 2024