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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

EmoVIT: Revolutionizing Emotion Insights with Visual Instruction Tuning CVPR 2024
GenZI: Zero-Shot 3D Human-Scene Interaction Generation CVPR 2024
Named Entity Driven Zero-Shot Image Manipulation CVPR 2024
Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization EMNLP 2024
An Efficient Approach for Studying Cross-Lingual Transfer in Multilingual Language Models EMNLP 2024
Evaluating the fairness of task-adaptive pretraining on unlabeled test data before few-shot text classification EMNLP 2024
Zero-Shot Learning and Key Points Are All You Need for Automated Fact-Checking EMNLP 2024
Evaluating and Training Long-Context Large Language Models for Question Answering on Scientific Papers EMNLP 2024
Exploring the Readiness of Prominent Small Language Models for the Democratization of Financial Literacy EMNLP 2024
Zero-Shot Fact Verification via Natural Logic and Large Language Models EMNLP 2024
CultureBank: An Online Community-Driven Knowledge Base Towards Culturally Aware Language Technologies EMNLP 2024
Exploring Causal Mechanisms for Machine Text Detection Methods NAACL 2024
Beyond Yes and No: Improving Zero-Shot LLM Rankers via Scoring Fine-Grained Relevance Labels NAACL 2024
SignCLIP: Connecting Text and Sign Language by Contrastive Learning EMNLP 2024
TraveLER: A Modular Multi-LMM Agent Framework for Video Question-Answering EMNLP 2024
PALM: Few-Shot Prompt Learning for Audio Language Models EMNLP 2024
Modeling Collaborator: Enabling Subjective Vision Classification With Minimal Human Effort via LLM Tool-Use CVPR 2024
InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning CVPR 2024
CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-spoofing CVPR 2024
Open-Vocabulary 3D Semantic Segmentation with Foundation Models CVPR 2024
Generalized Predictive Model for Autonomous Driving CVPR 2024
Segment and Caption Anything CVPR 2024
HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation CVPR 2024
UniBuc at SemEval-2024 Task 2: Tailored Prompting with Solar for Clinical NLI NAACL 2024
HIL: Hybrid Isotropy Learning for Zero-shot Performance in Dense retrieval NAACL 2024