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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Studying the capabilities of Large Language Models in solving Combinatorics Problems posed in Hindi COLING 2025
Boosting Segment Anything Model Towards Open-Vocabulary Learning AAAI 2025
PANDA - Paired Anti-hate Narratives Dataset from Asia: Using an LLM-as-a-Judge to Create the First Chinese Counterspeech Dataset COLING 2025
SemQA: Evaluating Evidence with Question Embeddings and Answer Entailment for Fact Verification ACL 2025
Empirical Evaluation of Pre-trained Language Models for Summarizing Moroccan Darija News Articles COLING 2025
UCSC NLP T6 at SemEval-2025 Task 1: Leveraging LLMs and VLMs for Idiomatic Understanding ACL 2025
Measuring Gender Bias in Language Models in Farsi ACL 2025
SASep: Saliency-Aware Structured Separation of Geometry and Feature for Open Set Learning on Point Clouds CVPR 2025
Reconciling Stochastic and Deterministic Strategies for Zero-shot Image Restoration using Diffusion Model in Dual CVPR 2025
Less Attention is More: Prompt Transformer for Generalized Category Discovery CVPR 2025
Zero-Shot Belief: A Hard Problem for LLMs EMNLP 2025
Team INSALyon2 at SemEval-2025 Task 10: A Zero-shot Agentic Approach to Text Classification ACL 2025
Clustering Zero-Shot Uncertainty Estimations to Assess LLM Response Accuracy for Yes/No Q&A ACL 2025
PC-GZSL: Prior Correction for Generalized Zero Shot Learning WACV 2025
Transforming adaptation tracking: benchmarking Transformer-based NLP approaches to retrieve adaptation-relevant information from climate policy text ACL 2025
Bridging AI and Carbon Capture: A Dataset for LLMs in Ionic Liquids and CBE Research ACL 2025
The Pursuit of Empathy: Evaluating Small Language Models for PTSD Dialogue Support EMNLP 2025
REPA: Russian Error Types Annotation for Evaluating Text Generation and Judgment Capabilities ACL 2025
PLAY2PROMPT: Zero-shot Tool Instruction Optimization for LLM Agents via Tool Play ACL 2025
SD2Actor: Continuous State Decomposition via Diffusion Embeddings for Robotic Manipulation ICCV 2025
LATINO-PRO: LAtent consisTency INverse sOlver with PRompt Optimization ICCV 2025
Beyond Pairwise: Global Zero-shot Temporal Graph Generation EMNLP 2025
LOGICZSL: Exploring Logic-induced Representation for Compositional Zero-shot Learning CVPR 2025
Frequency-Semantic Enhanced Variational Autoencoder for Zero-Shot Skeleton-based Action Recognition ICCV 2025
One Look is Enough: Seamless Patchwise Refinement for Zero-Shot Monocular Depth Estimation on High-Resolution Images ICCV 2025