zero-shot learning

Leveraging Debiased Cross-modal Attention Maps and Code-based Reasoning for Zero-shot Referring Expression Comprehension ICCV 2025 Leveraging Open-Source Large Language Models for Native Language Identification COLING 2025 Leveraging Pretrained Diffusion Models for Zero-Shot Part Assembly IJCAI 2025 Leveraging Text-to-Text Transformers as Classifier Chain for Few-Shot Multi-Label Classification EMNLP 2025 Leveraging Vision Language Models for Specialized Agricultural Tasks WACV 2025 LexCLiPR: Cross-Lingual Paragraph Retrieval from Legal Judgments ACL 2025 LGAR: Zero-Shot LLM-Guided Neural Ranking for Abstract Screening in Systematic Literature Reviews ACL 2025 Lightweight LLM Adaptation for Medical Summarisation: Roux-lette at PerAnsSumm Shared Task NAACL 2025 LIMICS at ArchEHR-QA 2025: Prompting LLMs Beats Fine-Tuned Embeddings ACL 2025 Linguistic Neuron Overlap Patterns to Facilitate Cross-lingual Transfer on Low-resource Languages EMNLP 2025 LLaMA-E: Empowering E-commerce Authoring with Object-Interleaved Instruction Following COLING 2025 LLM-based Business Process Models Generation from Textual Descriptions IJCNLP 2025 LLM-Based Multi-Agent Systems are Scalable Graph Generative Models ACL 2025 LLM Dependency Parsing with In-Context Rules ACL 2025 LLM-Driven Implicit Target Augmentation and Fine-Grained Contextual Modeling for Zero-Shot and Few-Shot Stance Detection EMNLP 2025 LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction NAACL 2025 LLM-TPF: Multiscale Temporal Periodicity-Semantic Fusion LLMs for Time Series Forecasting IJCAI 2025 LLMTreeRec: Unleashing the Power of Large Language Models for Cold-Start Recommendations COLING 2025 LLM-wrapper: Black-Box Semantic-Aware Adaptation of Vision-Language Models for Referring Expression Comprehension ICLR 2025 LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models NAACL 2025 Locality-Aware Zero-Shot Human-Object Interaction Detection CVPR 2025 Logits DeConfusion with CLIP for Few-Shot Learning CVPR 2025 LongTail-Swap: benchmarking language models’ abilities on rare words EMNLP 2025 Lost in Pronunciation: Detecting Chinese Offensive Language Disguised by Phonetic Cloaking Replacement EMNLP 2025 Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction ICLR 2025