few-shot learning

Detecting Hallucinations in Scientific Claims by Combining Prompting Strategies and Internal State Classification ACL 2025 Detecting Sockpuppetry on Wikipedia Using Meta-Learning ACL 2025 Dialect Normalization using Large Language Models and Morphological Rules ACL 2025 DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup ICCV 2025 DiffCLIP: Few-shot Language-driven Multimodal Classifier AAAI 2025 Differentiable Prompt Learning for Vision Language Models IJCAI 2025 Diffusion-based Neural Network Weights Generation ICLR 2025 Distilling Many-Shot In-Context Learning into a Cheat Sheet EMNLP 2025 DLPO: Towards a Robust, Efficient, and Generalizable Prompt Optimization Framework from a Deep-Learning Perspective EMNLP 2025 DNB-AI-Project at SemEval-2025 Task 5: An LLM-Ensemble Approach for Automated Subject Indexing SemEval 2025 DocIE@XLLM25: UIEPrompter: A Unified Training-Free Framework for universal document-level information extraction via Structured Prompt ACL 2025 Do LLMs Behave as Claimed? Investigating How LLMs Follow Their Own Claims using Counterfactual Questions EMNLP 2025 Domain Adapted Text Summarization with Self-Generated Guidelines EMNLP 2025 DongbaMIE: A Multimodal Information Extraction Dataset for Evaluating Semantic Understanding of Dongba Pictograms EMNLP 2025 Don’t Take it Literally! Idiom-aware Vietnamese Translation via In-context Learning IJCNLP 2025 Don't Take Things Out of Context: Attention Intervention for Enhancing Chain-of-Thought Reasoning in Large Language Models ICLR 2025 Doodle Your Keypoints: Sketch-Based Few-Shot Keypoint Detection ICCV 2025 DoubleDipper: Recycling Contexts for Efficient and Attributed In-Context Learning IJCNLP 2025 Do we still need Human Annotators? Prompting Large Language Models for Aspect Sentiment Quad Prediction ACL 2025 DPC: Dual-Prompt Collaboration for Tuning Vision-Language Models CVPR 2025 Drift: Decoding-time Personalized Alignments with Implicit User Preferences EMNLP 2025 DS2-ABSA: Dual-Stream Data Synthesis with Label Refinement for Few-Shot Aspect-Based Sentiment Analysis ACL 2025 Dual-Interrelated Diffusion Model for Few-Shot Anomaly Image Generation CVPR 2025 Dynamic Label Name Refinement for Few-Shot Dialogue Intent Classification ACL 2025 Dynamic-prototype Contrastive Fine-tuning for Continual Few-shot Relation Extraction with Unseen Relation Detection COLING 2025