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zero-shot learning

3637 papers

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Also known as

ZSS ZSL ZS ZERO-SHOT ZL

Co-occurring keywords

large language model (12755) few-shot learning (3390) vision-language model (2235) transfer learning (5442) cross-lingual transfer (1468) text classification (6776) multimodal learning (4622) contrastive learning (3979) domain adaptation (4578) language model (4573)

Papers

Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval EMNLP 2021
Discovering and Achieving Goals via World Models NIPS 2021
Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling EACL 2021
Interaction Compass: Multi-Label Zero-Shot Learning of Human-Object Interactions via Spatial Relations ICCV 2021
Kernel Methods in Hyperbolic Spaces ICCV 2021
Learning Motion-Appearance Co-Attention for Zero-Shot Video Object Segmentation ICCV 2021
Linking Entities to Unseen Knowledge Bases with Arbitrary Schemas NAACL 2021
multiPRover: Generating Multiple Proofs for Improved Interpretability in Rule Reasoning NAACL 2021
Leveraging Type Descriptions for Zero-shot Named Entity Recognition and Classification ACL 2021
Zero-shot Generalization in Dialog State Tracking through Generative Question Answering EACL 2021
Zero-shot Cross-lingual Content Filtering: Offensive Language and Hate Speech Detection EACL 2021
Revisiting Document Representations for Large-Scale Zero-Shot Learning NAACL 2021
On the Effectiveness of Dataset Embeddings in Mono-lingual,Multi-lingual and Zero-shot Conditions EACL 2021
Zero-Shot Cross-Lingual Dependency Parsing through Contextual Embedding Transformation EACL 2021
Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation EACL 2021
Cross-lingual Contextualized Topic Models with Zero-shot Learning EACL 2021
Zero-Shot Information Extraction to Enhance a Knowledge Graph Describing Silk Textiles EMNLP 2021
Deep Subjecthood: Higher-Order Grammatical Features in Multilingual BERT EACL 2021
Cross-lingual Supervision Improves Unsupervised Neural Machine Translation NAACL 2021
How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds NAACL 2021
A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation EMNLP 2021
A Fact Checking and Verification System for FEVEROUS Using a Zero-Shot Learning Approach EMNLP 2021
OntoED: Low-resource Event Detection with Ontology Embedding IJCNLP 2021
How to Adapt Your Pretrained Multilingual Model to 1600 Languages IJCNLP 2021
Semantics Disentangling for Generalized Zero-Shot Learning ICCV 2021