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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Context-Aware Zero-Shot Learning for Object Recognition ICML 2019
Dual-View Ranking with Hardness Assessment for Zero-Shot Learning AAAI 2019
QUAREL: A Dataset and Models for Answering Questions about Qualitative Relationships AAAI 2019
An Open-World Extension to Knowledge Graph Completion Models AAAI 2019
Zero-Shot Neural Transfer for Cross-Lingual Entity Linking AAAI 2019
Towards Fluid Machine Intelligence: Can We Make a Gifted AI? AAAI 2019
HEAD-QA: A Healthcare Dataset for Complex Reasoning ACL 2019
Know What You Don’t Know: Modeling a Pragmatic Speaker that Refers to Objects of Unknown Categories ACL 2019
Deep Unknown Intent Detection with Margin Loss ACL 2019
Evaluating the Supervised and Zero-shot Performance of Multi-lingual Translation Models ACL 2019
Towards Language Agnostic Universal Representations ACL 2019
How Multilingual is Multilingual BERT? ACL 2019
Min-Max Statistical Alignment for Transfer Learning CVPR 2019
Out-Of-Distribution Detection for Generalized Zero-Shot Action Recognition CVPR 2019
Hierarchical Disentanglement of Discriminative Latent Features for Zero-Shot Learning CVPR 2019
Neural Task Graphs: Generalizing to Unseen Tasks From a Single Video Demonstration CVPR 2019
Semantic-Guided Multi-Attention Localization for Zero-Shot Learning NIPS 2019
Dual Adversarial Semantics-Consistent Network for Generalized Zero-Shot Learning NIPS 2019
Out-of-Domain Detection for Low-Resource Text Classification Tasks IJCNLP 2019
Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing IJCNLP 2019
Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model IJCNLP 2019
Look-up and Adapt: A One-shot Semantic Parser IJCNLP 2019
Integrating Semantic Knowledge to Tackle Zero-shot Text Classification NAACL 2019
Consistency by Agreement in Zero-Shot Neural Machine Translation NAACL 2019
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing NAACL 2019