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Zero-Shot Learning

860 directly classified papers

Papers per year

Papers

Reasoning Under Distress: Mining Claims and Evidence in Mental Health Narratives ACL 2025
COGNAC at SemEval-2025 Task 10: Multi-level Narrative Classification with Summarization and Hierarchical Prompting ACL 2025
UNEDTeam at SemEval-2025 Task 10: Zero-Shot Narrative Classification ACL 2025
Is Lunch Free Yet? Overcoming the Cold-Start Problem in Supervised Content Scoring using Zero-Shot LLM-Generated Training Data ACL 2025
Narrlangen at SemEval-2025 Task 10: Comparing (mostly) simple multilingual approaches to narrative classification ACL 2025
3D Part Segmentation via Geometric Aggregation of 2D Visual Features WACV 2025
A Modular Taxonomy for Hate Speech Definitions and Its Impact on Zero-Shot LLM Classification Performance ACL 2025
Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning AAAI 2025
Bridging Sequence-Structure Alignment in RNA Foundation Models AAAI 2025
Aestar at SemEval-2025 Task 8: Agentic LLMs for Question Answering over Tabular Data ACL 2025
NlpUned at SemEval-2025 Task 10: Beyond Training: A Taxonomy-Guided Approach to Role Classification Using LLMs SEMEVAL 2025
TGLsta: Low-resource Textual Graph Learning with Semantic and Topological Awareness via LLMs AAAI 2025
daalft at SemEval-2025 Task 1: Multi-step Zero-shot Multimodal Idiomaticity Ranking ACL 2025
Are You Sure You’re Positive? Consolidating Chain-of-Thought Agents with Uncertainty Quantification for Aspect-Category Sentiment Analysis ACL 2025
GeLLM³O: Generalizing Large Language Models for Multi-property Molecule Optimization ACL 2025
Can Explicit Gender Information Improve Zero-Shot Machine Translation? ACL 2025
A Three-Tier LLM Framework for Forecasting Student Engagement from Qualitative Longitudinal Data ACL 2025
Identifying Cellular Niches in Spatial Transcriptomics: An Investigation into the Capabilities of Large Language Models ACL 2025
ZIM: Zero-Shot Image Matting for Anything ICCV 2025
Detecting Wildfires on UAVs with Real-Time Segmentation Trained by Larger Teacher Models WACV 2025
What is an “Abstract Reasoner”? Revisiting Experiments and Arguments about Large Language Models ACL 2025
Converting Annotated Clinical Cases into Structured Case Report Forms ACL 2025
Commonsense Reasoning in Arab Culture ACL 2025
Interpretable Zero-Shot Learning with Locally-Aligned Vision-Language Model ICCV 2025
Zero-AVSR: Zero-Shot Audio-Visual Speech Recognition with LLMs by Learning Language-Agnostic Speech Representations ICCV 2025