Zero-Shot Learning

Analyzing Interview Questions via Bloom’s Taxonomy to Enhance the Design Thinking Process ACL 2025 An Efficient Post-hoc Framework for Reducing Task Discrepancy of Text Encoders for Composed Image Retrieval ICCV 2025 Are You Sure You’re Positive? Consolidating Chain-of-Thought Agents with Uncertainty Quantification for Aspect-Category Sentiment Analysis ACL 2025 Artificial Intelligence in Spectroscopy: Advancing Chemistry from Prediction To Generation and Beyond IJCAI 2025 A Simple-Yet-Efficient Instruction Augmentation Method for Zero-Shot Sentiment Classification COLING 2025 Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning AAAI 2025 Attention to Trajectory: Trajectory-Aware Open-Vocabulary Tracking ICCV 2025 AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels EMNLP 2025 AutoParLLM: GNN-guided Context Generation for Zero-Shot Code Parallelization using LLMs NAACL 2025 A Zero-Shot Neuro-Symbolic Approach for Complex Knowledge Graph Question Answering EMNLP 2025 Bayesian Prompt Flow Learning for Zero-Shot Anomaly Detection CVPR 2025 Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning EMNLP 2025 Beyond Metrics: Evaluating LLMs Effectiveness in Culturally Nuanced, Low-Resource Real-World Scenarios ACL 2025 BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature CVPR 2025 Boundary-Aware Temporal Dynamic Pseudo-Supervision Pairs Generation for Zero-Shot Natural Language Video Localization AAAI 2025 Bridging Audio and Vision: Zero-Shot Audiovisual Segmentation by Connecting Pretrained Models Interspeech 2025 Bridging Sequence-Structure Alignment in RNA Foundation Models AAAI 2025 Buffer Anytime: Zero-Shot Video Depth and Normal from Image Priors CVPR 2025 Can Explicit Gender Information Improve Zero-Shot Machine Translation? ACL 2025 Can LLMs be Literary Companions?: Analysing LLMs on Bengali Figures of Speech Identification EMNLP 2025 Can Quantized Audio Language Models Perform Zero-Shot Spoofing Detection? Interspeech 2025 CAPSTONE: Composable Attribute‐Prompted Scene Translation for Zero‐Shot Vision–Language Reasoning EMNLP 2025 CEHA: A Dataset of Conflict Events in the Horn of Africa COLING 2025 CLIBD: Bridging Vision and Genomics for Biodiversity Monitoring at Scale ICLR 2025 CLIPScope: Enhancing Zero-Shot OOD Detection with Bayesian Scoring WACV 2025