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Zero-Shot Learning

867 papers

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Papers

Kernel Methods in Hyperbolic Spaces ICCV 2021
Elaborative Rehearsal for Zero-Shot Action Recognition ICCV 2021
Zero-Shot Text-to-Image Generation ICML 2021
Learning Class-Transductive Intent Representations for Zero-shot Intent Detection IJCAI 2021
XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation IJCNLP 2021
Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training IJCNLP 2021
NeuralWOZ: Learning to Collect Task-Oriented Dialogue via Model-Based Simulation IJCNLP 2021
Risk Minimization for Zero-shot Sequence Labeling IJCNLP 2021
Zero-shot Event Extraction via Transfer Learning: Challenges and Insights IJCNLP 2021
Maastricht University’s Multilingual Speech Translation System for IWSLT 2021 IJCNLP 2021
Zero-Shot Compositional Concept Learning IJCNLP 2021
UoB_UK at SemEval 2021 Task 2: Zero-Shot and Few-Shot Learning for Multi-lingual and Cross-lingual Word Sense Disambiguation. IJCNLP 2021
Zero-Shot Federated Learning with New Classes for Audio Classification INTERSPEECH 2021
Hierarchical Phone Recognition with Compositional Phonetics INTERSPEECH 2021
Improving Performance of Seen and Unseen Speech Style Transfer in End-to-End Neural TTS INTERSPEECH 2021
Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation NAACL 2021
Linking Entities to Unseen Knowledge Bases with Arbitrary Schemas NAACL 2021
ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning NAACL 2021
Language in a (Search) Box: Grounding Language Learning in Real-World Human-Machine Interaction NAACL 2021
SzegedAI at SemEval-2021 Task 2: Zero-shot Approach for Multilingual and Cross-lingual Word-in-Context Disambiguation SEMEVAL 2021
UoB_UK at SemEval 2021 Task 2: Zero-Shot and Few-Shot Learning for Multi-lingual and Cross-lingual Word Sense Disambiguation. SEMEVAL 2021
GlossReader at SemEval-2021 Task 2: Reading Definitions Improves Contextualized Word Embeddings SEMEVAL 2021
AVGZSLNet: Audio-Visual Generalized Zero-Shot Learning by Reconstructing Label Features From Multi-Modal Embeddings WACV 2021
Transductive Zero-Shot Learning by Decoupled Feature Generation WACV 2021
A causal view of compositional zero-shot recognition NIPS 2020