in-context learning

Uncertainty Unveiled: Can Exposure to More In-context Examples Mitigate Uncertainty for Large Language Models? ACL 2025 Uncovering Overfitting in Large Language Model Editing ICLR 2025 Understanding and Controlling Repetition Neurons and Induction Heads in In-Context Learning IJCNLP 2025 Understanding In-Context Machine Translation for Low-Resource Languages: A Case Study on Manchu ACL 2025 Understanding the Generalization of In-Context Learning in Transformers: An Empirical Study ICLR 2025 Unified Medical Lesion Segmentation via Self-referring Indicator CVPR 2025 Unified Open-World Segmentation with Multi-Modal Prompts ICCV 2025 UniICL: An Efficient ICL Framework Unifying Compression, Selection, and Generation ACL 2025 UniRAG: Universal Retrieval Augmentation for Large Vision Language Models NAACL 2025 Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation CVPR 2025 Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers AAAI 2025 Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning ACL 2025 Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming IJCAI 2025 Unsupervised Meta-Learning via In-Context Learning ICLR 2025 Using Large Language Models to Perform MIPVU-Inspired Automatic Metaphor Detection ACL 2025 Vector-ICL: In-context Learning with Continuous Vector Representations ICLR 2025 Vela: Scalable Embeddings with Voice Large Language Models for Multimodal Retrieval Interspeech 2025 VideoICL: Confidence-based Iterative In-context Learning for Out-of-Distribution Video Understanding CVPR 2025 Video In-context Learning: Autoregressive Transformers are Zero-Shot Video Imitators ICLR 2025 Vision Language Models are In-Context Value Learners ICLR 2025 VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning ICLR 2025 WeatherGFM: Learning a Weather Generalist Foundation Model via In-context Learning ICLR 2025 What and How does In-Context Learning Learn? Bayesian Model Averaging, Parameterization, and Generalization AISTATS 2025 What data should I include in my POS tagging training set? EMNLP 2025 What Makes In-context Learning Effective for Mathematical Reasoning ICML 2025