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zero-shot learning

3637 papers

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Also known as

ZSS ZSL ZS ZERO-SHOT ZL

Co-occurring keywords

large language model (12755) few-shot learning (3390) vision-language model (2235) transfer learning (5442) cross-lingual transfer (1468) text classification (6776) multimodal learning (4622) contrastive learning (3979) domain adaptation (4578) language model (4573)

Papers

Augmented World Models Facilitate Zero-Shot Dynamics Generalization From a Single Offline Environment ICML 2021
Learning Transferable Visual Models From Natural Language Supervision ICML 2021
Explore Visual Concept Formation for Image Classification ICML 2021
Unseen Disease Detection for Deep Learning Interpretation of Chest X-rays MIDL 2021
Zero-Shot Cross-Lingual Phonetic Recognition with External Language Embedding INTERSPEECH 2021
Learning Zero-Shot Multifaceted Visually Grounded Word Embeddings via Multi-Task Training EMNLP 2021
Zero-Shot Joint Modeling of Multiple Spoken-Text-Style Conversion Tasks Using Switching Tokens INTERSPEECH 2021
Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question Answering AAAI 2021
Towards Offensive Language Identification for Dravidian Languages EACL 2021
Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic Resources NAACL 2021
Robust Retrieval Augmented Generation for Zero-shot Slot Filling EMNLP 2021
Leveraging Type Descriptions for Zero-shot Named Entity Recognition and Classification IJCNLP 2021
Multimodal Clustering Networks for Self-Supervised Learning From Unlabeled Videos ICCV 2021
How to Adapt Your Pretrained Multilingual Model to 1600 Languages ACL 2021
Discriminative Region-Based Multi-Label Zero-Shot Learning ICCV 2021
Exploring Transfer Learning For End-to-End Spoken Language Understanding AAAI 2021
Zero-Shot Information Extraction as a Unified Text-to-Triple Translation EMNLP 2021
Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response Selection EMNLP 2021
Learning Placeholders for Open-Set Recognition CVPR 2021
Can We Characterize Tasks Without Labels or Features? CVPR 2021
FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding AAAI 2021
COSY: COunterfactual SYntax for Cross-Lingual Understanding ACL 2021
Multilingual Speech Translation from Efficient Finetuning of Pretrained Models ACL 2021
XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation ACL 2021
Part Segmentation of Unseen Objects Using Keypoint Guidance WACV 2021