few-shot learning

Few-Shot Coreference Resolution with Semantic Difficulty Metrics and In-Context Learning EMNLP 2025 Few-Shot Domain Adaptation for Learned Image Compression AAAI 2025 Few-shot domain adaptation for named-entity recognition via joint constrained k-means and subspace selection COLING 2025 Few-Shot Fine-Grained Image Classification with Progressively Feature Refinement and Continuous Relationship Modeling AAAI 2025 Few-Shot Image Quality Assessment via Adaptation of Vision-Language Models ICCV 2025 Few-shot Implicit Function Generation via Equivariance CVPR 2025 Few-Shot Incremental Learning via Foreground Aggregation and Knowledge Transfer for Audio-Visual Semantic Segmentation AAAI 2025 Few-Shot Learner Generalizes Across AI-Generated Image Detection ICML 2025 Few-Shot Multilingual Coreference Resolution Using Long-Context Large Language Models EMNLP 2025 Few-Shot Natural Language to First-Order Logic Translation via Code Generation NAACL 2025 Few-Shot, No Problem: Descriptive Continual Relation Extraction AAAI 2025 Few-shot Novel Category Discovery IJCAI 2025 Few-Shot Open-Set Classification via Reasoning-Aware Decomposition EMNLP 2025 Few-shot Personalization of LLMs with Mis-aligned Responses NAACL 2025 Few-shot Personalized Scanpath Prediction CVPR 2025 Few-Shot Prompting, Full-Scale Confusion: Evaluating Large Language Models for Humor Detection in Croatian Tweets ACL 2025 Few-Shot Recognition via Stage-Wise Retrieval-Augmented Finetuning CVPR 2025 Few-Shot Speech Deepfake Detection Adaptation with Gaussian Processes Interspeech 2025 Few-Shot Structure-Informed Machinery Part Segmentation with Foundation Models and Graph Neural Networks WACV 2025 FFaceNeRF: Few-shot Face Editing in Neural Radiance Fields CVPR 2025 FIND: Few-Shot Anomaly Inspection with Normal-Only Multi-Modal Data ICCV 2025 Findings of the Fourth Shared Task on Multilingual Coreference Resolution: Can LLMs Dethrone Traditional Approaches? EMNLP 2025 Fine-Tuning vs Prompting Techniques for Gender-Fair Rewriting of Machine Translations ACL 2025 FiRC-NLP at SemEval-2025 Task 11: To Prompt or to Fine-Tune? Approaches for Multilingual Emotion Classification SemEval 2025 FM2DS: Few-Shot Multimodal Multihop Data Synthesis with Knowledge Distillation for Question Answering EMNLP 2025