few-shot learning

VerbaNexAI at SemEval-2026 Task 7: Integrating Web Snippets and RAG for the Evaluation of Multilingual Cultural Knowledge in LLMs SemEval 2026 VideoNet: A Large-Scale Dataset for Domain-Specific Action Recognition CVPR 2026 2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining ICCV 2025 3D Prior Is All You Need: Cross-Task Few-shot 2D Gaze Estimation CVPR 2025 5cNLP at BioLaySumm2025: Prompts, Retrieval, and Multimodal Fusion ACL 2025 A3: Few-shot Prompt Learning of Unlearnable Examples with Cross-Modal Adversarial Feature Alignment CVPR 2025 A baseline for self-state identification and classification in mental health data: CLPsych 2025 Task NAACL 2025 ABDN-NLP at CoMeDi Shared Task: Predicting the Aggregated Human Judgment via Weighted Few-Shot Prompting COLING 2025 ACE: Anatomically Consistent Embeddings in Composition and Decomposition WACV 2025 Acquiring Bidirectionality via Large and Small Language Models COLING 2025 Active Few-Shot Learning for Text Classification NAACL 2025 Active Multimodal Distillation for Few-shot Action Recognition IJCAI 2025 AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations ACL 2025 Adapting In-Domain Few-Shot Segmentation to New Domains without Source Domain Retraining ICCV 2025 Adapting Whisper for low-resource Hindi-English Code-Mix speech with on-the-fly Augmentation & LLM-Synthesised Data Interspeech 2025 Adaptive Collaborative Labeling with MLLMs for Low-Resource Multimodal Emotion Recognition IJCNLP 2025 Adaptive Decision Boundary for Few-Shot Class-Incremental Learning AAAI 2025 Adaptive Few-shot Prompting for Machine Translation with Pre-trained Language Models AAAI 2025 Adaptive Linguistic Prompting (ALP) Enhances Phishing Webpage Detection in Multimodal Large Language Models ACL 2025 Adaptive Parameter Selection for Tuning Vision-Language Models CVPR 2025 A Decoupled Multi-Agent Framework for Complex Text Style Transfer EMNLP 2025 ADEPT-SQL: A High-performance Text-to-SQL Application for Real-World Enterprise-Level Databases ACL 2025 AdMiT: Adaptive Multi-Source Tuning in Dynamic Environments CVPR 2025 Advancing Biomedical Claim Verification by Using Large Language Models with Better Structured Prompting Strategies ACL 2025 AdversaryAI at BLP-2025 Task 2: A Think, Refine, and Generate (TriGen) System with LoRA and Self-Refinement for Code Generation AACL 2025