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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

Understanding Survey Paper Taxonomy about Large Language Models via Graph Representation Learning ACL 2024
B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable NIPS 2024
Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages ACL 2024
Analyze, Generate and Refine: Query Expansion with LLMs for Zero-Shot Open-Domain QA ACL 2024
LangBridge: Multilingual Reasoning Without Multilingual Supervision ACL 2024
Can We Achieve High-quality Direct Speech-to-Speech Translation without Parallel Speech Data? ACL 2024
Few-Shot Event Classification in Images Using Knowledge Graphs for Prompting WACV 2024
No Culture Left Behind: ArtELingo-28, a Benchmark of WikiArt with Captions in 28 Languages EMNLP 2024
Zero-Shot Video Moment Retrieval From Frozen Vision-Language Models WACV 2024
How Useful is Context, Actually? Comparing LLMs and Humans on Discourse Marker Prediction ACL 2024
Learning Generalizable Perceptual Representations for Data-Efficient No-Reference Image Quality Assessment WACV 2024
PointAD: Comprehending 3D Anomalies from Points and Pixels for Zero-shot 3D Anomaly Detection NIPS 2024
ZIGNeRF: Zero-Shot 3D Scene Representation With Invertible Generative Neural Radiance Fields WACV 2024
Reference-Based Restoration of Digitized Analog Videotapes WACV 2024
LLM-based Skill Diffusion for Zero-shot Policy Adaptation NIPS 2024
MSAGPT: Neural Prompting Protein Structure Prediction via MSA Generative Pre-Training NIPS 2024
ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases EACL 2024
Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLM EACL 2024
LAraBench: Benchmarking Arabic AI with Large Language Models EACL 2024
Topic-Oriented Open Relation Extraction with A Priori Seed Generation EMNLP 2024
Zero-to-Hero: Enhancing Zero-Shot Novel View Synthesis via Attention Map Filtering NIPS 2024
Recognize Any Regions NIPS 2024
LLMs for Targeted Sentiment in News Headlines: Exploring the Descriptive-Prescriptive Dilemma ACL 2024
Zero-Shot Fact-Checking with Semantic Triples and Knowledge Graphs ACL 2024
II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question Answering ACL 2024