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zero-shot learning

3637 papers

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Also known as

ZSS ZSL ZS ZERO-SHOT ZL

Co-occurring keywords

large language model (12755) few-shot learning (3390) vision-language model (2235) transfer learning (5442) cross-lingual transfer (1468) text classification (6776) multimodal learning (4622) contrastive learning (3979) domain adaptation (4578) language model (4573)

Papers

AoP-SAM: Automation of Prompts for Efficient Segmentation AAAI 2025
Task Calibration: Calibrating Large Language Models on Inference Tasks ACL 2025
Boosting Segment Anything Model Towards Open-Vocabulary Learning AAAI 2025
P²Net: Parallel Pointer-based Network for Key Information Extraction with Complex Layouts ACL 2025
Generalized Zero-Shot Learning for Point Cloud Segmentation with Evidence-Based Dynamic Calibration AAAI 2025
Seeing the Unseen: Composing Outliers for Compositional Zero-Shot Learning IJCAI 2025
Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning AAAI 2025
FrontierScience Bench: Evaluating AI Research Capabilities in LLMs ACL 2025
Aligning and Prompting Anything for Zero-Shot Generalized Anomaly Detection AAAI 2025
XL-Suite: Cross-Lingual Synthetic Training and Evaluation Data for Open-Ended Generation EMNLP 2025
Universal Features Guided Zero-Shot Category-Level Object Pose Estimation AAAI 2025
NER Retriever: Zero-Shot Named Entity Retrieval with Type-Aware Embeddings EMNLP 2025
SKI Models: Skeleton Induced Vision-Language Embeddings for Understanding Activities of Daily Living AAAI 2025
Zero-Shot Styled Text Image Generation, but Make It Autoregressive CVPR 2025
MM-Mixing: Multi-Modal Mixing Alignment for 3D Understanding AAAI 2025
Revisiting Chain-of-Thought Prompting: Zero-shot Can Be Stronger than Few-shot EMNLP 2025
IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word Emphasis AAAI 2025
QUARTZ: QA-based Unsupervised Abstractive Refinement for Task-oriented Dialogue Summarization EMNLP 2025
Investigating the Impact of Conceptual Metaphors on LLM-based NLI through Shapley Interactions EMNLP 2025
Zero-shot Graph Reasoning via Retrieval Augmented Framework with LLMs EMNLP 2025
PACA: Prespective-Aware Cross-Attention Representation for Zero-Shot Scene Rearrangement WACV 2025
Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query Expansion ACL 2025
Building a Multi-modal Spatiotemporal Expert for Zero-shot Action Recognition with CLIP AAAI 2025
Zero-Shot Contextual Embeddings via Offline Synthetic Corpus Generation EMNLP 2025
Prompting the Past: Exploring Zero-Shot Learning for Named Entity Recognition in Historical Texts Using Prompt-Answering LLMs NAACL 2025