Zero-Shot Learning

Beyond Training: Dynamic Token Merging for Zero-Shot Video Understanding ICCV 2025 Bilingual Zero-Shot Stance Detection ACL 2025 BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models CVPR 2025 Bokehlicious: Photorealistic Bokeh Rendering with Controllable Apertures ICCV 2025 Boosting Multi-modal Keyphrase Prediction with Dynamic Chain-of-Thought in Vision-Language Models EMNLP 2025 Boosting Segment Anything Model Towards Open-Vocabulary Learning AAAI 2025 Bridging AI and Carbon Capture: A Dataset for LLMs in Ionic Liquids and CBE Research ACL 2025 Bridging Semantic and Modality Gaps in Zero-Shot Captioning via Retrieval from Synthetic Data EMNLP 2025 BUFFER-X: Towards Zero-Shot Point Cloud Registration in Diverse Scenes ICCV 2025 Building a Multi-modal Spatiotemporal Expert for Zero-shot Action Recognition with CLIP AAAI 2025 CAARMA: Class Augmentation with Adversarial Mixup Regularization EMNLP 2025 CabNIR: A Benchmark for In-Vehicle Infrared Monocular Depth Estimation WACV 2025 Can dependency parses facilitate generalization in language models? A case study of cross-lingual relation extraction NAACL 2025 Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision? ACL 2025 Can Large language model analyze financial statements well? COLING 2025 Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale? COLING 2025 Can LLMs Be Efficient Predictors of Conversational Derailment? EMNLP 2025 Can LLMs be Literary Companions?: Analysing LLMs on Bengali Figures of Speech Identification EMNLP 2025 Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers ICLR 2025 Can LLMs Interpret and Leverage Structured Linguistic Representations? A Case Study with AMRs ACL 2025 Can LLMs Understand Time Series Anomalies? ICLR 2025 Can LLMs Verify Arabic Claims? Evaluating the Arabic Fact-Checking Abilities of Multilingual LLMs COLING 2025 Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? ACL 2025 Can Prompting LLMs Unlock Hate Speech Detection across Languages? A Zero-shot and Few-shot Study ACL 2025 Can We Ignore Labels in Out of Distribution Detection? ICLR 2025