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zero-shot learning

3650 papers

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Also known as

ZSS ZSL ZS ZERO-SHOT ZL

Co-occurring keywords

large language model (13587) few-shot learning (3398) vision-language model (2348) transfer learning (5449) cross-lingual transfer (1477) text classification (6793) multimodal learning (4645) contrastive learning (4032) domain adaptation (4595) language model (4599)

Papers

Reasoning Under Distress: Mining Claims and Evidence in Mental Health Narratives ACL 2025
Benchmarking zero-shot biomedical relation triplet extraction across language model architectures ACL 2025
EZSR: Event-based Zero-Shot Recognition CVPR 2025
What Is Missing in Multilingual Visual Reasoning and How to Fix It NAACL 2025
StyleTTS-ZS: Efficient High-Quality Zero-Shot Text-to-Speech Synthesis with Distilled Time-Varying Style Diffusion NAACL 2025
Enabling Natural Zero-Shot Prompting on Encoder Models via Statement-Tuning NAACL 2025
Enabling Visual Foundation Models to Teach Compact Students via Mixture of Distillation IJCAI 2025
Synthetic Audio Helps for Cognitive State Tasks NAACL 2025
Cross-Document Event-Keyed Summarization ACL 2025
Tomato, Tomahto, Tomate: Do Multilingual Language Models Understand Based on Subword-Level Semantic Concepts? NAACL 2025
CRAFT: Class Ranking Aware Fine-Tuning for Enhanced Out-of-Distribution Detection WACV 2025
Improving Zero-Shot Object-Level Change Detection by Incorporating Visual Correspondence WACV 2025
ARTeFACT: Benchmarking Segmentation Models on Diverse Analogue Media Damage WACV 2025
How Do Large Language Models Perform in Dynamical System Modeling NAACL 2025
MatViX: Multimodal Information Extraction from Visually Rich Articles NAACL 2025
Standing on the Shoulders of Giants: Reprogramming Visual-Language Model for General Deepfake Detection AAAI 2025
Zero-shot Depth Completion via Test-time Alignment with Affine-invariant Depth Prior AAAI 2025
Lost in Pronunciation: Detecting Chinese Offensive Language Disguised by Phonetic Cloaking Replacement EMNLP 2025
Reasoning-Oriented and Analogy-Based Methods for Locating and Editing in Zero-Shot Event-Relational Reasoning COLING 2025
TS-CLIP: Time Series Understanding by CLIP EMNLP 2025
MathD2: Towards Disambiguation of Mathematical Terms ACL 2025
DocIE@XLLM25: ZeroSemble - Robust and Efficient Zero-Shot Document Information Extraction with Heterogeneous Large Language Model Ensembles ACL 2025
Learning the Power of "No": Foundation Models with Negations WACV 2025
Can Multimodal Large Language Models Understand Spatial Relations? ACL 2025
Improving Language and Modality Transfer in Translation by Character-level Modeling ACL 2025