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Zero-Shot Learning

335 directly classified papers

Papers per year

Papers

Towards Zero and Few-shot Knowledge-seeking Turn Detection in Task-orientated Dialogue Systems EMNLP 2021
Reformulating Zero-shot Action Recognition for Multi-label Actions NIPS 2021
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP ACL 2021
Zero-shot Generalization in Dialog State Tracking through Generative Question Answering EACL 2021
Towards Zero-shot Commonsense Reasoning with Self-supervised Refinement of Language Models EMNLP 2021
Cross-lingual Contextualized Topic Models with Zero-shot Learning EACL 2021
Zero-Shot Joint Modeling of Multiple Spoken-Text-Style Conversion Tasks Using Switching Tokens INTERSPEECH 2021
The Zero Resource Speech Challenge 2021: Spoken Language Modelling INTERSPEECH 2021
Zero-Shot Federated Learning with New Classes for Audio Classification INTERSPEECH 2021
Learning Zero-Shot Multifaceted Visually Grounded Word Embeddings via Multi-Task Training EMNLP 2021
Few-shot and Zero-shot Approaches to Legal Text Classification: A Case Study in the Financial Sector EMNLP 2021
Open World Compositional Zero-Shot Learning CVPR 2021
Zero-Shot Single Image Restoration Through Controlled Perturbation of Koschmieder's Model CVPR 2021
Learning Graph Embeddings for Compositional Zero-Shot Learning CVPR 2021
Transductive Zero-Shot Learning by Decoupled Feature Generation WACV 2021
Semantics Disentangling for Generalized Zero-Shot Learning ICCV 2021
DASZL: Dynamic Action Signatures for Zero-shot Learning AAAI 2021
Knowledge-driven Data Construction for Zero-shot Evaluation in Commonsense Question Answering AAAI 2021
Learning Class-Transductive Intent Representations for Zero-shot Intent Detection IJCAI 2021
Augmented World Models Facilitate Zero-Shot Dynamics Generalization From a Single Offline Environment ICML 2021
Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation EACL 2021
OntoED: Low-resource Event Detection with Ontology Embedding ACL 2021
SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies ICML 2021
Risk Minimization for Zero-shot Sequence Labeling ACL 2021
Exposing the limits of Zero-shot Cross-lingual Hate Speech Detection ACL 2021