zero-shot learning

3637 papers

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Also known as

ZRE ZS-TTS ZS-CIR ZSS ZSAR ZSVOS GSZL ZS-TAL ZSFA NLVL ZGAD CZSL ZS-SBIR GZSL ZSL ZSQ ZS ZSOC ZSSD ZERO-SHOT ZL ZSRE ZS-XLT

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

On Evaluation Protocols for Data Augmentation in a Limited Data Scenario COLING 2025

Large Language Model as a Teacher for Zero-shot Tagging at Extreme Scales COLING 2025

WisPerMed @ PerAnsSumm 2025: Strong Reasoning Through Structured Prompting and Careful Answer Selection Enhances Perspective Extraction and Summarization of Healthcare Forum Threads NAACL 2025

You See it, You Got it: Learning 3D Creation on Pose-Free Videos at Scale CVPR 2025

Revisiting Implicitly Abusive Language Detection: Evaluating LLMs in Zero-Shot and Few-Shot Settings COLING 2025

Grading Massive Open Online Courses Using Large Language Models COLING 2025

Symmetry Strikes Back: From Single-Image Symmetry Detection to 3D Generation CVPR 2025

EvoPrompt: Evolving Prompts for Enhanced Zero-Shot Named Entity Recognition with Large Language Models COLING 2025

ColorFoil: Investigating Color Blindness in Large Vision and Language Models NAACL 2025

Logits DeConfusion with CLIP for Few-Shot Learning CVPR 2025

When Harry Meets Superman: The Role of The Interlocutor in Persona-Based Dialogue Generation ACL 2025

Cross-Lingual Transfer Learning for Speech Translation NAACL 2025

What Is Missing in Multilingual Visual Reasoning and How to Fix It NAACL 2025

Mitigating Label Length Bias in Large Language Models AACL 2025

TEST-V: TEst-time Support-set Tuning for Zero-shot Video Classification IJCAI 2025

Are ASR foundation models generalized enough to capture features of regional dialects for low-resource languages? IJCNLP 2025

Reliable and Diverse Hierarchical Adapter for Zero-shot Video Classification IJCAI 2025

Is Less More? Exploring Token Condensation as Training-free Test-time Adaptation ICCV 2025

Identifying Cellular Niches in Spatial Transcriptomics: An Investigation into the Capabilities of Large Language Models ACL 2025

Task Calibration: Calibrating Large Language Models on Inference Tasks ACL 2025

AutoParLLM: GNN-guided Context Generation for Zero-Shot Code Parallelization using LLMs NAACL 2025

StyleTTS-ZS: Efficient High-Quality Zero-Shot Text-to-Speech Synthesis with Distilled Time-Varying Style Diffusion NAACL 2025

Exploring Limitations of LLM Capabilities with Multi-Problem Evaluation NAACL 2025

Multi-Cache Enhanced Prototype Learning for Test-Time Generalization of Vision-Language Models ICCV 2025

Excluding the Impossible for Open Vocabulary Semantic Segmentation AAAI 2025