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Zero-Shot Learning

668 papers

Papers per year

1
46
130
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Papers

On Generalization in Coreference Resolution EMNLP 2021
A Fact Checking and Verification System for FEVEROUS Using a Zero-Shot Learning Approach EMNLP 2021
Zero-Shot Cross-Lingual Transfer is a Hard Baseline to Beat in German Fine-Grained Entity Typing EMNLP 2021
Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling EMNLP 2021
Few-shot and Zero-shot Approaches to Legal Text Classification: A Case Study in the Financial Sector EMNLP 2021
Limitations of Knowledge Distillation for Zero-shot Transfer Learning EMNLP 2021
Normalization Driven Zero-Shot Multi-Speaker Speech Synthesis INTERSPEECH 2021
Harnessing GANs for Zero-Shot Learning of New Classes in Visual Speech Recognition AAAI 2020
Attribute Propagation Network for Graph Zero-Shot Learning AAAI 2020
Zero-Shot Text-to-SQL Learning with Auxiliary Task AAAI 2020
Unsupervised Interlingual Semantic Representations from Sentence Embeddings for Zero-Shot Cross-Lingual Transfer AAAI 2020
Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs AAAI 2020
Towards Scalable Multi-Domain Conversational Agents: The Schema-Guided Dialogue Dataset AAAI 2020
Zero Shot Learning with the Isoperimetric Loss AAAI 2020
Learning Cross-Aligned Latent Embeddings for Zero-Shot Cross-Modal Retrieval AAAI 2020
Zero-Shot Learning from Adversarial Feature Residual to Compact Visual Feature AAAI 2020
Improved Visual-Semantic Alignment for Zero-Shot Object Detection AAAI 2020
Consistent Video Style Transfer via Compound Regularization AAAI 2020
Mining on Heterogeneous Manifolds for Zero-Shot Cross-Modal Image Retrieval AAAI 2020
GTNet: Generative Transfer Network for Zero-Shot Object Detection AAAI 2020
Motion-Attentive Transition for Zero-Shot Video Object Segmentation AAAI 2020
Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation ACL 2020
Language to Network: Conditional Parameter Adaptation with Natural Language Descriptions ACL 2020
CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning ACL 2020
ZeroShotCeres: Zero-Shot Relation Extraction from Semi-Structured Webpages ACL 2020