Zero-Shot Learning

InvSeg: Test-Time Prompt Inversion for Semantic Segmentation AAAI 2025 I-SEE: An Instruction-tuned, SOP-Enhanced Quality Evaluator for Product Content EMNLP 2025 Is Less More? Exploring Token Condensation as Training-free Test-time Adaptation ICCV 2025 Is Lunch Free Yet? Overcoming the Cold-Start Problem in Supervised Content Scoring using Zero-Shot LLM-Generated Training Data ACL 2025 ITUNLP at SemEval-2025 Task 8: Question-Answering over Tabular Data: A Zero-Shot Approach using LLM-Driven Code Generation SemEval 2025 JU_NLP at BLP-2025 Task 2: Leveraging Zero-Shot Prompting for Bangla Natural Language to Python Code Generation AACL 2025 Just a Few Glances: Open-Set Visual Perception with Image Prompt Paradigm AAAI 2025 Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models WACV 2025 KGARevion: An AI Agent for Knowledge-Intensive Biomedical QA ICLR 2025 KiVA: Kid-inspired Visual Analogies for Testing Large Multimodal Models ICLR 2025 kNN Retrieval for Simple and Effective Zero-Shot Multi-speaker Text-to-Speech NAACL 2025 Knowing Before Saying: LLM Representations Encode Information About Chain-of-Thought Success Before Completion ACL 2025 KOR-Bench: Benchmarking Language Models on Knowledge-Orthogonal Reasoning Tasks ICLR 2025 KPL: Training-Free Medical Knowledge Mining of Vision-Language Models AAAI 2025 KR Labs at ArchEHR-QA 2025: A Verbatim Approach for Evidence-Based Question Answering ACL 2025 Label Set Optimization via Activation Distribution Kurtosis for Zero-Shot Classification with Generative Models EMNLP 2025 LAMA-UT: Language Agnostic Multilingual ASR Through Orthography Unification and Language-Specific Transliteration AAAI 2025 LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant CVPR 2025 Language-Driven Multi-Label Zero-Shot Learning with Semantic Granularity ICCV 2025 Large Language and Reasoning Models are Shallow Disjunctive Reasoners ACL 2025 Large Language Model as a Teacher for Zero-shot Tagging at Extreme Scales COLING 2025 Large Language Models Are Cross-Lingual Knowledge-Free Reasoners NAACL 2025 Large-scale and Fine-grained Vision-language Pre-training for Enhanced CT Image Understanding ICLR 2025 Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator CVPR 2025 LATINO-PRO: LAtent consisTency INverse sOlver with PRompt Optimization ICCV 2025