Zero-Shot Learning

Easy as PIE? Identifying Multi-Word Expressions with LLMs EMNLP 2025 EasyRec: Simple yet Effective Language Models for Recommendation EMNLP 2025 EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation AAAI 2025 EC-Flow: Enabling Versatile Robotic Manipulation from Action-Unlabeled Videos via Embodiment-Centric Flow ICCV 2025 Edicho: Consistent Image Editing in the Wild ICCV 2025 Efficient Online Training for Zero-Shot Time-Lapse Microscopy Denoising and Super-Resolution AAAI 2025 Efficient Personalization of Quantized Diffusion Model without Backpropagation CVPR 2025 EFSA-CLC: Enhancing Zero-shot Entity-level Financial Sentiment Analysis with Cross-lingual Collaboration IJCNLP 2025 Emotion Transfer with Enhanced Prototype for Unseen Emotion Recognition in Conversation EMNLP 2025 Empirical Evaluation of Pre-trained Language Models for Summarizing Moroccan Darija News Articles COLING 2025 Enabling Natural Zero-Shot Prompting on Encoder Models via Statement-Tuning NAACL 2025 Enhanced Zero-Shot Machine Translation via Fixed Prefix Pair Bootstrapping NAACL 2025 Enhancing Multimodal Model Robustness Under Missing Modalities via Memory-Driven Prompt Learning IJCAI 2025 Enhancing Small Language Models for Cross-Lingual Generalized Zero-Shot Classification with Soft Prompt Tuning NAACL 2025 Enhancing Zero-shot Chain of Thought Prompting via Uncertainty-Guided Strategy Selection COLING 2025 Enhancing Zero-shot Object Counting via Text-guided Local Ranking and Number-evoked Global Attention ICCV 2025 Ensembling Prompting Strategies for Zero-Shot Hierarchical Text Classification with Large Language Models EMNLP 2025 Entity Decomposition with Filtering: A Zero-Shot Clinical Named Entity Recognition Framework NAACL 2025 Entity Framing and Role Portrayal in the News ACL 2025 EntitySAM: Segment Everything in Video CVPR 2025 Epsilon: Exploring Comprehensive Visual-Semantic Projection for Multi-Label Zero-Shot Learning AAAI 2025 Evaluating Generalization Capability of Language Models across Abductive, Deductive and Inductive Logical Reasoning COLING 2025 Evaluating Large Language Models for Detecting Antisemitism EMNLP 2025 Evaluating LLMs with Multiple Problems at once ACL 2025 Evaluating Pretrained Causal Language Models for Synonymy ACL 2025