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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Compositional Caching for Training-free Open-vocabulary Attribute Detection CVPR 2025
Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models CVPR 2025
QGuard:Question-based Zero-shot Guard for Multi-modal LLM Safety ACL 2025
Do we still need Human Annotators? Prompting Large Language Models for Aspect Sentiment Quad Prediction ACL 2025
Pairwise Prompt-Based Tuning with Parameter Efficient Fast Adaptation for Generalized Zero-Shot Intent Detection NAACL 2025
Can LLMs Interpret and Leverage Structured Linguistic Representations? A Case Study with AMRs ACL 2025
YOLOE: Real-Time Seeing Anything ICCV 2025
LLM Dependency Parsing with In-Context Rules ACL 2025
SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine NAACL 2025
Cognitive Mirroring for DocRE: A Self-Supervised Iterative Reflection Framework with Triplet-Centric Explicit and Implicit Feedback ACL 2025
Missing Target-Relevant Information Prediction with World Model for Accurate Zero-Shot Composed Image Retrieval CVPR 2025
TriLLaMa at CQs-Gen 2025: A Two-Stage LLM-Based System for Critical Question Generation ACL 2025
Analysis of LLM as a grammatical feature tagger for African American English NAACL 2025
YNU-HPCC at SemEval-2025 Task3: Leveraging Zero-Shot Learning for Halluciantion Detection ACL 2025
MPBR: Multimodal Progressive Bidirectional Reasoning for Open-Set Fine-Grained Recognition ICCV 2025
Temporal Alignment-Free Video Matching for Few-shot Action Recognition CVPR 2025
Anomize: Better Open Vocabulary Video Anomaly Detection CVPR 2025
UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection CVPR 2025
AA-CLIP: Enhancing Zero-Shot Anomaly Detection via Anomaly-Aware CLIP CVPR 2025
Causality-guided Prompt Learning for Vision-language Models via Visual Granulation ICCV 2025
PC-GZSL: Prior Correction for Generalized Zero Shot Learning WACV 2025
Beyond Single Frames: Can LMMs Comprehend Implicit Narratives in Comic Strip? EMNLP 2025
Autoformalization in the Wild: Assessing LLMs on Real-World Mathematical Definitions EMNLP 2025
RecGPT: A Foundation Model for Sequential Recommendation EMNLP 2025
KR Labs at ArchEHR-QA 2025: A Verbatim Approach for Evidence-Based Question Answering ACL 2025