Zero-Shot Learning

PresiUniv at FinCausal 2025 Shared Task: Applying Fine-tuned Language Models to Explain Financial Cause and Effect with Zero-shot Learning COLING 2025 Prompting the Past: Exploring Zero-Shot Learning for Named Entity Recognition in Historical Texts Using Prompt-Answering LLMs NAACL 2025 PuzzleGPT: Emulating Human Puzzle-Solving Ability for Time and Location Prediction NAACL 2025 RareCLIP: Rarity-aware Online Zero-shot Industrial Anomaly Detection ICCV 2025 RATE-Nav: Region-Aware Termination Enhancement for Zero-shot Object Navigation with Vision-Language Models ACL 2025 Realistic Test-Time Adaptation of Vision-Language Models CVPR 2025 Reasoning Under Distress: Mining Claims and Evidence in Mental Health Narratives ACL 2025 RecBase: Generative Foundation Model Pretraining for Zero-Shot Recommendation EMNLP 2025 Retaining and Enhancing Pre-Trained Knowledge in Vision-Language Models with Prompt Ensembling WACV 2025 Reverse Prompt Engineering: A Zero-Shot, Genetic Algorithm Approach to Language Model Inversion EMNLP 2025 Robust 3D Shape Reconstruction in Zero-Shot from a Single Image in the Wild CVPR 2025 SA-CLIP: Language Guided Image Spatial and Action Feature Learning EMNLP 2025 SAM2Object: Consolidating View Consistency via SAM2 for Zero-Shot 3D Instance Segmentation CVPR 2025 SCOT: Self-Supervised Contrastive Pretraining for Zero-Shot Compositional Retrieval WACV 2025 ScottyPoseidon at SemEval-2025 Task 8: LLM-Driven Code Generation for Zero-Shot Question Answering on Tabular Data SemEval 2025 SeeGround: See and Ground for Zero-Shot Open-Vocabulary 3D Visual Grounding CVPR 2025 Seeing Your Speech Style: A Novel Zero-Shot Identity-Disentanglement Face-based Voice Conversion AAAI 2025 Self-Evolving Visual Concept Library using Vision-Language Critics CVPR 2025 Semantic-guided Cross-Modal Prompt Learning for Skeleton-based Zero-shot Action Recognition CVPR 2025 SenCLIP: Enhancing Zero-Shot Land-Use Mapping for Sentinel-2 with Ground-Level Prompting WACV 2025 Sensor-Invariant Tactile Representation ICLR 2025 SERVAL: Surprisingly Effective Zero-Shot Visual Document Retrieval Powered by Large Vision and Language Models EMNLP 2025 SKI Models: Skeleton Induced Vision-Language Embeddings for Understanding Activities of Daily Living AAAI 2025 SLENDER: Structured Outputs for SLM-based NER in Low-Resource Englishes ACL 2025 Spatial-Aware Visual Program Guided Reasoning for Answering Complex Visual Questions IJCNLP 2025