Zero-Shot Learning

Lazarus NLP at SemEval-2025 Task 11: Fine-Tuning Large Language Models for Multi-Label Emotion Classification via Sentence-Label Pairing SemEval 2025 LBC: Language-Based-Classifier for Out-Of-Variable Generalization NAACL 2025 LCES: Zero-shot Automated Essay Scoring via Pairwise Comparisons Using Large Language Models EMNLP 2025 LD-RPS: Zero-Shot Unified Image Restoration via Latent Diffusion Recurrent Posterior Sampling ICCV 2025 Learning and Evaluating Factual Clarification Question Generation Without Examples ACL 2025 Learning Textual Prompts for Open-World Semi-Supervised Learning CVPR 2025 Learning the Power of "No": Foundation Models with Negations WACV 2025 Learning to Identify Seen Unseen and Unknown in the Open World: A Practical Setting for Zero-Shot Learning WACV 2025 Learning Visual Grounding from Generative Vision and Language Model WACV 2025 Learning Visual-Semantic Hierarchical Attribute Space for Interpretable Open-Set Recognition WACV 2025 LEMONADE: A Large Multilingual Expert-Annotated Abstractive Event Dataset for the Real World ACL 2025 LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging CVPR 2025 Less Attention is More: Prompt Transformer for Generalized Category Discovery CVPR 2025 Let’s Play Across Cultures: A Large Multilingual, Multicultural Benchmark for Assessing Language Models’ Understanding of Sports EMNLP 2025 Let The Jury Decide: Fair Demonstration Selection for In-Context Learning through Incremental Greedy Evaluation ACL 2025 Leveraging Debiased Cross-modal Attention Maps and Code-based Reasoning for Zero-shot Referring Expression Comprehension ICCV 2025 Leveraging MLLM Embeddings and Attribute Smoothing for Compositional Zero-Shot Learning IJCAI 2025 Leveraging Pretrained Diffusion Models for Zero-Shot Part Assembly IJCAI 2025 Leveraging Self-Attention for Input-Dependent Soft Prompting in LLMs ACL 2025 LGAR: Zero-Shot LLM-Guided Neural Ranking for Abstract Screening in Systematic Literature Reviews ACL 2025 LingGym: How Far Are LLMs from Thinking Like Field Linguists? EMNLP 2025 Linguistic Generalizability of Test-Time Scaling in Mathematical Reasoning ACL 2025 LLaVA-CoT: Let Vision Language Models Reason Step-by-Step ICCV 2025 LLM Dependency Parsing with In-Context Rules ACL 2025 LLM-Driven Implicit Target Augmentation and Fine-Grained Contextual Modeling for Zero-Shot and Few-Shot Stance Detection EMNLP 2025