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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

Zero and Few-Shot Localization of Task-Oriented Dialogue Agents with a Distilled Representation EACL 2023
Salient Span Masking for Temporal Understanding EACL 2023
Cross-Lingual Question Answering over Knowledge Base as Reading Comprehension EACL 2023
Global Constraints with Prompting for Zero-Shot Event Argument Classification EACL 2023
Exploring the Reasons for Non-generalizability of KBQA systems EACL 2023
Patient Outcome and Zero-shot Diagnosis Prediction with Hypernetwork-guided Multitask Learning EACL 2023
Our kind of people? Detecting populist references in political debates EACL 2023
TabLLM: Few-shot Classification of Tabular Data with Large Language Models AISTATS 2023
Ancestor Search: Generalized Open Set Recognition via Hyperbolic Side Information Learning WACV 2023
InDiReCT: Language-Guided Zero-Shot Deep Metric Learning for Images WACV 2023
Zero-Shot Versus Many-Shot: Unsupervised Texture Anomaly Detection WACV 2023
Language-Free Training for Zero-Shot Video Grounding WACV 2023
The Change You Want To See WACV 2023
ML-Decoder: Scalable and Versatile Classification Head WACV 2023
SemSup-XC: Semantic Supervision for Zero and Few-shot Extreme Classification ICML 2023
Grounding Language Models to Images for Multimodal Inputs and Outputs ICML 2023
X-Paste: Revisiting Scalable Copy-Paste for Instance Segmentation using CLIP and StableDiffusion ICML 2023
CLIPood: Generalizing CLIP to Out-of-Distributions ICML 2023
ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object Navigation ICML 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models ICML 2023
ProtST: Multi-Modality Learning of Protein Sequences and Biomedical Texts ICML 2023
RZCR: Zero-shot Character Recognition via Radical-based Reasoning IJCAI 2023
Compositional Zero-Shot Artistic Font Synthesis IJCAI 2023
From Generation to Suppression: Towards Effective Irregular Glow Removal for Nighttime Visibility Enhancement IJCAI 2023
Promoting Gender Equality through Gender-biased Language Analysis in Social Media IJCAI 2023