in-context learning

EffectMaker: Unifying Reasoning and Generation for Customized Visual Effect Creation CVPR 2026 Efficient and Effective In-context Demonstration Selection with Coreset AAAI 2026 Emergent Misalignment via In-Context Learning: Narrow in-context examples can produce broadly misaligned LLMs ACL 2026 Face-LLaVA: Facial Expression and Attribute Understanding through Instruction Tuning WACV 2026 Fair-CCD: Mitigating Bias in Large Language Models for Tabular Classification Through Context-Contrastive Decoding ACL 2026 Featurising Pixels from Dynamic 3D Scenes with Linear In-Context Learners CVPR 2026 Fine-tuning vs. In-context Learning in Large Language Models: A Formal Language Learning Perspective ACL 2026 From Few-Shot Learning to Data-Efficient Intelligence AAAI 2026 G$^2$VLM: Geometry Grounded Vision Language Model with Unified 3D Reconstruction and Spatial Reasoning CVPR 2026 GraphIC: A Graph-Based In-Context Example Retrieval Model for Multi-Step Reasoning AAAI 2026 Hidetsune at SemEval-2026 Task 11: Adapting Pretrained Reasoning Models with Deep Supervision and Inference Refinement for Content-Independent Validity Classification SemEval 2026 HiFICL: High-Fidelity In-Context Learning for Multimodal Tasks CVPR 2026 Hybrid Agents for Image Restoration CVPR 2026 Hypothesis-Driven Reasoning for Large Language Models AAAI 2026 ICAD-LLM: One-for-All Anomaly Detection via In-Context Learning with Large Language Models AAAI 2026 ICL-NoiseUNet - A Novel In-Context Learning Based Framework For Ultrasound Segmentation With Adaptive Noise Modulation MIDL 2026 ICL-Router: In-Context Learned Model Representations for LLM Routing AAAI 2026 ICM-Fusion: In-Context Meta-Optimized LoRA Fusion for Multi-Task Adaptation AAAI 2026 Identifying and Analyzing Performance-Critical Tokens in Large Language Models AAAI 2026 Image Guides Images: Consistent Video Amodal Completion with Rectified In-Context Exemplar Guidance CVPR 2026 Importance-Aware Data Selection for Efficient LLM Instruction Tuning AAAI 2026 Improving Autoformalization Using Direct Dependency Retrieval ACL 2026 Is This LLM Library Learning? Evaluation Must Account For Compute and Behaviour EACL 2026 kevinyu66 at SemEval-2026 Task 3: A Retrieval-Augmented LLM System for Aspect–Opinion Triplet Extraction SemEval 2026 Language Models Struggle to Use Representations Learned In-Context ACL 2026