Zero-Shot Learning

ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval NAACL 2025 Assessing Crowdsourced Annotations with LLMs: Linguistic Certainty as a Proxy for Trustworthiness NAACL 2025 Assessing LLMs for Zero-shot Abstractive Summarization Through the Lens of Relevance Paraphrasing NAACL 2025 Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning AAAI 2025 Attention-Driven GUI Grounding: Leveraging Pretrained Multimodal Large Language Models Without Fine-Tuning AAAI 2025 Autoformalization in the Wild: Assessing LLMs on Real-World Mathematical Definitions EMNLP 2025 Autonomous Data Selection with Zero-shot Generative Classifiers for Mathematical Texts ACL 2025 Auto prompting without training labels: An LLM cascade for product quality assessment in e-commerce catalogs EMNLP 2025 Auxiliary Prompt Tuning of Vision-Language Models for Few-Shot Out-of-Distribution Detection ICCV 2025 A Zero-Shot Neuro-Symbolic Approach for Complex Knowledge Graph Question Answering EMNLP 2025 A Zero-Shot Open-Vocabulary Pipeline for Dialogue Understanding NAACL 2025 Barrier Breakers at BLP-2025 Task 2: Enhancing LLM Code Generation Capabilities through Test-Driven Development and Code Interpreter AACL 2025 BATCLIP: Bimodal Online Test-Time Adaptation for CLIP ICCV 2025 Bayesian Test-Time Adaptation for Vision-Language Models CVPR 2025 Believing is Seeing: Unobserved Object Detection using Generative Models CVPR 2025 Benchmarking and Building Zero-Shot Hindi Retrieval Model with Hindi-BEIR and NLLB-E5 NAACL 2025 Benchmarking Long-Context Language Models on Long Code Understanding ACL 2025 Benchmarking the Performance of Pre-trained LLMs across Urdu NLP Tasks COLING 2025 Benchmarking zero-shot biomedical relation triplet extraction across language model architectures ACL 2025 Beyond Demographics: Enhancing Cultural Value Survey Simulation with Multi-Stage Personality-Driven Cognitive Reasoning EMNLP 2025 Beyond Image Classification: A Video Benchmark and Dual-Branch Hybrid Discrimination Framework for Compositional Zero-Shot Learning CVPR 2025 Beyond Pairwise: Global Zero-shot Temporal Graph Generation EMNLP 2025 Beyond Single Frames: Can LMMs Comprehend Implicit Narratives in Comic Strip? EMNLP 2025 Beyond Single-Modal Boundary: Cross-Modal Anomaly Detection through Visual Prototype and Harmonization CVPR 2025 Beyond Single-User Dialogue: Assessing Multi-User Dialogue State Tracking Capabilities of Large Language Models EMNLP 2025