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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding NAACL 2021
Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic Modeling NAACL 2021
Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue StateTracking NAACL 2021
Negation typology and general representation models for cross-lingual zero-shot negation scope resolution in Russian, French, and Spanish. NAACL 2021
Unsupervised Self-Training for Sentiment Analysis of Code-Switched Data NAACL 2021
Meta-Learning to Compositionally Generalize IJCNLP 2021
OntoED: Low-resource Event Detection with Ontology Embedding IJCNLP 2021
Whit’s the Richt Pairt o Speech: PoS tagging for Scots EACL 2021
Cross-lingual Contextualized Topic Models with Zero-shot Learning EACL 2021
Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation EACL 2021
Zero-Shot Cross-Lingual Dependency Parsing through Contextual Embedding Transformation EACL 2021
On the Effectiveness of Dataset Embeddings in Mono-lingual,Multi-lingual and Zero-shot Conditions EACL 2021
Zero-shot Cross-lingual Content Filtering: Offensive Language and Hate Speech Detection EACL 2021
Self-Training Pre-Trained Language Models for Zero- and Few-Shot Multi-Dialectal Arabic Sequence Labeling EACL 2021
Contrastive Embedding for Generalized Zero-Shot Learning CVPR 2021
Learning Placeholders for Open-Set Recognition CVPR 2021
OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More Genres ACL 2021
Unsupervised Multi-Source Domain Adaptation Without Access to Source Data CVPR 2021
Learning Graph Embeddings for Compositional Zero-Shot Learning CVPR 2021
Energy-Based Learning for Scene Graph Generation CVPR 2021
Open World Compositional Zero-Shot Learning CVPR 2021
Document-Level Event Argument Extraction by Conditional Generation NAACL 2021
Learning Graphs for Knowledge Transfer With Limited Labels CVPR 2021
Counterfactual Zero-Shot and Open-Set Visual Recognition CVPR 2021
Adversarial Learning for Zero-Shot Stance Detection on Social Media NAACL 2021