conftrace_

zero-shot learning

3637 papers

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Also known as

ZSS ZSL ZS ZERO-SHOT ZL

Co-occurring keywords

large language model (12755) few-shot learning (3390) vision-language model (2235) transfer learning (5442) cross-lingual transfer (1468) text classification (6776) multimodal learning (4622) contrastive learning (3979) domain adaptation (4578) language model (4573)

Papers

Step Guided Reasoning: Improving Mathematical Reasoning using Guidance Generation and Step Reasoning EMNLP 2025

How do Language Models Reshape Entity Alignment? A Survey of LM-Driven EA Methods: Advances, Benchmarks, and Future EMNLP 2025

Easy as PIE? Identifying Multi-Word Expressions with LLMs EMNLP 2025

Zero-shot Multimodal Document Retrieval via Cross-modal Question Generation EMNLP 2025

Reverse Prompt Engineering: A Zero-Shot, Genetic Algorithm Approach to Language Model Inversion EMNLP 2025

Aspect-Oriented Summarization for Psychiatric Short-Term Readmission Prediction EMNLP 2025

YNU-HPCC at SemEval-2025 Task3: Leveraging Zero-Shot Learning for Halluciantion Detection SEMEVAL 2025

Split-Merge: Scalable and Memory-Efficient Merging of Expert LLMs EMNLP 2025

SERVAL: Surprisingly Effective Zero-Shot Visual Document Retrieval Powered by Large Vision and Language Models EMNLP 2025

Beyond Pairwise: Global Zero-shot Temporal Graph Generation EMNLP 2025

Are Stereotypes Leading LLMs’ Zero-Shot Stance Detection ? EMNLP 2025

Doc2Chart: Intent-Driven Zero-Shot Chart Generation from Documents EMNLP 2025

Multilinguality Does not Make Sense: Investigating Factors Behind Zero-Shot Cross-Lingual Transfer in Sense-Aware Tasks EMNLP 2025

SpeechLLMs for Large-scale Contextualized Zero-shot Slot Filling EMNLP 2025

Auto prompting without training labels: An LLM cascade for product quality assessment in e-commerce catalogs EMNLP 2025

REIC: RAG-Enhanced Intent Classification at Scale EMNLP 2025

Reasoning-Enhanced Domain-Adaptive Pretraining of Multimodal Large Language Models for Short Video Content Governance EMNLP 2025

Analysis of Automated Document Relevance Annotation for Information Retrieval in Oil and Gas Industry EMNLP 2025

Zero-Shot Depth Aware Image Editing with Diffusion Models ICCV 2025

A Three-Tier LLM Framework for Forecasting Student Engagement from Qualitative Longitudinal Data CONLL 2025

CountSE: Soft Exemplar Open-set Object Counting ICCV 2025

Reproducible Vision-Language Models Meet Concepts Out of Pre-Training CVPR 2025

FE-CLIP: Frequency Enhanced CLIP Model for Zero-Shot Anomaly Detection and Segmentation ICCV 2025

Zero-shot Inexact CAD Model Alignment from a Single Image ICCV 2025

Zero-Shot Multi-Label Classification of Bangla Documents: Large Decoders Vs. Classic Encoders IJCNLP 2025