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Zero-Shot Learning

860 directly classified papers

Papers per year

Papers

Generative Model with Semantic Embedding and Integrated Classifier for Generalized Zero-Shot Learning WACV 2020
Zero-Shot Cross-Lingual Transfer with Meta Learning EMNLP 2020
Coordinated Joint Multimodal Embeddings for Generalized Audio-Visual Zero-shot Classification and Retrieval of Videos WACV 2020
Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking ACL 2020
Zero-Shot Text-to-SQL Learning with Auxiliary Task AAAI 2020
Planning to Explore via Self-Supervised World Models ICML 2020
Hallucinative Topological Memory for Zero-Shot Visual Planning ICML 2020
Connecting the Dots Between Fact Verification and Fake News Detection COLING 2020
Sparse and Decorrelated Representations for Stable Zero-shot NMT EMNLP 2020
Flight of the PEGASUS? Comparing Transformers on Few-shot and Zero-shot Multi-document Abstractive Summarization COLING 2020
Zero-Shot Sketch-Based Image Retrieval via Graph Convolution Network AAAI 2020
LRG at SemEval-2020 Task 7: Assessing the Ability of BERT and Derivative Models to Perform Short-Edits Based Humor Grading SEMEVAL 2020
Attention-Informed Mixed-Language Training for Zero-Shot Cross-Lingual Task-Oriented Dialogue Systems AAAI 2020
Modeling Task Effects on Meaning Representation in the Brain via Zero-Shot MEG Prediction NIPS 2020
Intent Detection with WikiHow AACL 2020
A Variational Autoencoder with Deep Embedding Model for Generalized Zero-Shot Learning AAAI 2020
COBE: Contextualized Object Embeddings from Narrated Instructional Video NIPS 2020
Exploring the zero-shot limit of FewRel COLING 2020
A causal view of compositional zero-shot recognition NIPS 2020
Language to Network: Conditional Parameter Adaptation with Natural Language Descriptions ACL 2020
CHARM: Inferring Personal Attributes from Conversations EMNLP 2020
Event Extraction by Answering (Almost) Natural Questions EMNLP 2020
Hybrid Emoji-Based Masked Language Models for Zero-Shot Abusive Language Detection EMNLP 2020
Learning to Classify Events from Human Needs Category Descriptions EMNLP 2020
Don’t Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding EMNLP 2020