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Zero-Shot Learning

335 directly classified papers

Papers per year

Papers

Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models NIPS 2022
VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning CVPR 2022
Distinguishing Unseen From Seen for Generalized Zero-Shot Learning CVPR 2022
Semantic Compression Embedding for Generative Zero-Shot Learning IJCAI 2022
Zero-Shot Logit Adjustment IJCAI 2022
Uni-Perceiver: Pre-Training Unified Architecture for Generic Perception for Zero-Shot and Few-Shot Tasks CVPR 2022
En-Compactness: Self-Distillation Embedding & Contrastive Generation for Generalized Zero-Shot Learning CVPR 2022
Robust Region Feature Synthesizer for Zero-Shot Object Detection CVPR 2022
KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning CVPR 2022
Towards Effective Multi-Modal Interchanges in Zero-Resource Sounding Object Localization NIPS 2022
Make an Omelette with Breaking Eggs: Zero-Shot Learning for Novel Attribute Synthesis NIPS 2022
Teaching Unseen Low-resource Languages to Large Translation Models EMNLP 2022
UoM&MMU at TSAR-2022 Shared Task: Prompt Learning for Lexical Simplification EMNLP 2022
Zero-Shot Text Classification with Self-Training EMNLP 2022
Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading Comprehension ACL 2022
Zero-Shot Clinical Questionnaire Filling From Human-Machine Interactions EMNLP 2021
Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response Selection EMNLP 2021
[RETRACTED] Sequence Mixup for Zero-Shot Cross-Lingual Part-Of-Speech Tagging EMNLP 2021
Analysis of Zero-Shot Crosslingual Learning between English and Korean for Named Entity Recognition EMNLP 2021
Zero-Shot Information Extraction to Enhance a Knowledge Graph Describing Silk Textiles EMNLP 2021
A Fact Checking and Verification System for FEVEROUS Using a Zero-Shot Learning Approach EMNLP 2021
Saliency-based Multi-View Mixed Language Training for Zero-shot Cross-lingual Classification EMNLP 2021
Perhaps PTLMs Should Go to School – A Task to Assess Open Book and Closed Book QA EMNLP 2021
On the Relation between Syntactic Divergence and Zero-Shot Performance EMNLP 2021
Zero-Shot Information Extraction as a Unified Text-to-Triple Translation EMNLP 2021