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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Boosting Multi-modal Keyphrase Prediction with Dynamic Chain-of-Thought in Vision-Language Models EMNLP 2025
From Information to Insight: Leveraging LLMs for Open Aspect-Based Educational Summarization ACL 2025
Segment Anything Meets Point Tracking WACV 2025
ControlSpeech: Towards Simultaneous and Independent Zero-shot Speaker Cloning and Zero-shot Language Style Control ACL 2025
Class-Agnostic Visio-Temporal Scene Sketch Semantic Segmentation WACV 2025
SD2Actor: Continuous State Decomposition via Diffusion Embeddings for Robotic Manipulation ICCV 2025
PLAY2PROMPT: Zero-shot Tool Instruction Optimization for LLM Agents via Tool Play ACL 2025
Do Large Language Models excel in Complex Logical Reasoning with Formal Language? EMNLP 2025
Empirical Evaluation of Pre-trained Language Models for Summarizing Moroccan Darija News Articles COLING 2025
Zero-Shot Image Captioning with Multi-type Entity Representations AAAI 2025
LLM-OREF: An Open Relation Extraction Framework Based on Large Language Models EMNLP 2025
CARE: A Disagreement Detection Framework with Concept Alignment and Reasoning Enhancement EMNLP 2025
Grammar Pruning: Enabling Low-Latency Zero-Shot Task-Oriented Language Models for Edge AI EMNLP 2025
CLeVeR: Multi-modal Contrastive Learning for Vulnerability Code Representation ACL 2025
TEST-V: TEst-time Support-set Tuning for Zero-shot Video Classification IJCAI 2025
Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? ACL 2025
CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection AAAI 2025
Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale? COLING 2025
Zero-shot Slot Filling in the Age of LLMs for Dialogue Systems COLING 2025
Evaluation of Large Language Models on Arabic Punctuation Prediction COLING 2025
Benchmarking the Performance of Pre-trained LLMs across Urdu NLP Tasks COLING 2025
Can Large language model analyze financial statements well? COLING 2025
MOSAIC at GENAI Detection Task 3 : Zero-Shot Detection Using an Ensemble of Models COLING 2025
GenAI Content Detection Task 3: Cross-Domain Machine Generated Text Detection Challenge COLING 2025
LLM-Driven Implicit Target Augmentation and Fine-Grained Contextual Modeling for Zero-Shot and Few-Shot Stance Detection EMNLP 2025