few-shot learning

Visual-RFT: Visual Reinforcement Fine-Tuning ICCV 2025 Visual Textualization for Image Prompted Object Detection ICCV 2025 VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning ICLR 2025 VQCounter: Designing Visual Prompt Queue for Accurate Open-World Counting IJCAI 2025 Vulnerability of LLMs to Vertically Aligned Text Manipulations ACL 2025 Weight Copy and Low-Rank Adaptation for Few-Shot Distillation of Vision Transformers WACV 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 Where to show Demos in Your Prompt: A Positional Bias of In-Context Learning EMNLP 2025 “Whose Side Are You On?” Estimating Ideology of Political and News Content Using Large Language Models and Few-shot Demonstration Selection IJCNLP 2025 WojoodRelations: Arabic Relation Extraction Corpus and Modeling EMNLP 2025 Writing Like the Best: Exemplar-Based Expository Text Generation ACL 2025 XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples NAACL 2025 XCOT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning AAAI 2025 YNU-HPCC at SemEval-2025 Task 2: Local Cache and Online Retrieval-Based method for Entity-Aware Machine Translation SemEval 2025 Yo'Chameleon: Personalized Vision and Language Generation CVPR 2025 Zero-shot and Few-shot Learning with Instruction-following LLMs for Claim Matching in Automated Fact-checking COLING 2025 ZIP: An Efficient Zeroth-order Prompt Tuning for Black-box Vision-Language Models ICLR 2025 3DFIRES: Few Image 3D REconstruction for Scenes with Hidden Surfaces CVPR 2024 AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph NAACL 2024 ACCEPT: Adaptive Codebook for Composite and Efficient Prompt Tuning EMNLP 2024 A Chain-of-Thought Prompting Approach with LLMs for Evaluating Students’ Formative Assessment Responses in Science AAAI 2024 Achilles-Bench: A Challenging Benchmark for Low-Resource Evaluation ACL 2024 A Closer Look at the CLS Token for Cross-Domain Few-Shot Learning NeurIPS 2024 A Closer Look at the Few-Shot Adaptation of Large Vision-Language Models CVPR 2024