Zero-Shot Learning

PolyNorm: Few-Shot LLM-Based Text Normalization for Text-to-Speech EMNLP 2025 PostEdit: Posterior Sampling for Efficient Zero-Shot Image Editing ICLR 2025 Pre-annotation Matters: A Comparative Study on POS and Dependency Annotation for an Alsatian Dialect ACL 2025 Predicting Language Models’ Success at Zero-Shot Probabilistic Prediction EMNLP 2025 Preserving Zero-shot Capability in Supervised Fine-tuning for Multi-label Text Classification NAACL 2025 PresiUniv at FinCausal 2025 Shared Task: Applying Fine-tuned Language Models to Explain Financial Cause and Effect with Zero-shot Learning COLING 2025 Prior2Former - Evidential Modeling of Mask Transformers for Assumption-Free Open-World Panoptic Segmentation ICCV 2025 ProAPO: Progressively Automatic Prompt Optimization for Visual Classification CVPR 2025 Probabilistic Language-Image Pre-Training ICLR 2025 Probabilistic Prompt Distribution Learning for Animal Pose Estimation CVPR 2025 Prompt-based Personality Profiling: Reinforcement Learning for Relevance Filtering ACL 2025 Prompting the Past: Exploring Zero-Shot Learning for Named Entity Recognition in Historical Texts Using Prompt-Answering LLMs NAACL 2025 Prompt, Translate, Fine-Tune, Re-Initialize, or Instruction-Tune? Adapting LLMs for In-Context Learning in Low-Resource Languages ACL 2025 PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension ACL 2025 QGuard:Question-based Zero-shot Guard for Multi-modal LLM Safety ACL 2025 QUARTZ: QA-based Unsupervised Abstractive Refinement for Task-oriented Dialogue Summarization EMNLP 2025 QUENCH: Measuring the gap between Indic and Non-Indic Contextual General Reasoning in LLMs COLING 2025 Query-focused Referentiability Learning for Zero-shot Retrieval NAACL 2025 RARE: Refine Any Registration of Pairwise Point Clouds via Zero-Shot Learning ICCV 2025 Rare-to-Frequent: Unlocking Compositional Generation Power of Diffusion Models on Rare Concepts with LLM Guidance ICLR 2025 RAV: Retrieval-Augmented Voting for Tactile Descriptions Without Training EMNLP 2025 RBG-AI: Benefits of Multilingual Language Models for Low-Resource Languages EMNLP 2025 Read Before Grounding: Scene Knowledge Visual Grounding via Multi-step Parsing COLING 2025 Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval CVPR 2025 Reasoning Does Not Necessarily Improve Role-Playing Ability ACL 2025