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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Towards Zero-shot Language Modeling EMNLP 2019
Sigmorphon 2019 Task 2 system description paper: Morphological analysis in context for many languages, with supervision from only a few ACL 2019
Improved Zero-shot Neural Machine Translation via Ignoring Spurious Correlations ACL 2019
Zero-Shot Entity Linking by Reading Entity Descriptions ACL 2019
Active Sampling for Open-Set Classification without Initial Annotation AAAI 2019
Adaptive Confidence Smoothing for Generalized Zero-Shot Learning CVPR 2019
Rethinking Knowledge Graph Propagation for Zero-Shot Learning CVPR 2019
Zero-shot Learning with Many Classes by High-rank Deep Embedding Networks IJCAI 2019
Co-Representation Network for Generalized Zero-Shot Learning ICML 2019
Efficient Amortised Bayesian Inference for Hierarchical and Nonlinear Dynamical Systems ICML 2019
Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables IJCNLP 2019
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction IJCNLP 2019
Towards Zero-shot Language Modeling IJCNLP 2019
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach IJCNLP 2019
Zero-shot Dependency Parsing with Pre-trained Multilingual Sentence Representations EMNLP 2019
Few-Shot and Zero-Shot Learning for Historical Text Normalization EMNLP 2019
Referring Expression Generation Using Entity Profiles EMNLP 2019
Extending Event Detection to New Types with Learning from Keywords EMNLP 2019
Semantically Aligned Bias Reducing Zero Shot Learning CVPR 2019
Attentive Region Embedding Network for Zero-Shot Learning CVPR 2019
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT IJCNLP 2019
Compositional Generalization for Primitive Substitutions IJCNLP 2019
Neural Cross-Lingual Event Detection with Minimal Parallel Resources IJCNLP 2019
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification IJCNLP 2019
Extreme Multi-Label Legal Text Classification: A Case Study in EU Legislation NAACL 2019