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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

Event-Guided Denoising for Multilingual Relation Learning COLING 2020
On-The-Fly Information Retrieval Augmentation for Language Models ACL 2020
Zero-Resource Cross-Domain Named Entity Recognition ACL 2020
Meta-Transfer Learning for Zero-Shot Super-Resolution CVPR 2020
Fine-Grained Generalized Zero-Shot Learning via Dense Attribute-Based Attention CVPR 2020
ANDES at SemEval-2020 Task 12: A Jointly-trained BERT Multilingual Model for Offensive Language Detection COLING 2020
From Machine Reading Comprehension to Dialogue State Tracking: Bridging the Gap ACL 2020
Compositional Zero-Shot Learning via Fine-Grained Dense Feature Composition NIPS 2020
OOD-MAML: Meta-Learning for Few-Shot Out-of-Distribution Detection and Classification NIPS 2020
Don’t Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding CONLL 2020
Uncertainty-Aware Learning for Zero-Shot Semantic Segmentation NIPS 2020
ZSTAD: Zero-Shot Temporal Activity Detection CVPR 2020
Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-Based Image Retrieval CVPR 2019
Large-Scale Few-Shot Learning: Knowledge Transfer With Class Hierarchy CVPR 2019
Doodle to Search: Practical Zero-Shot Sketch-Based Image Retrieval CVPR 2019
Modeling Inter and Intra-Class Relations in the Triplet Loss for Zero-Shot Learning ICCV 2019
Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model EMNLP 2019
Reconstructing Capsule Networks for Zero-shot Intent Classification EMNLP 2019
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach EMNLP 2019
Global Reasoning over Database Structures for Text-to-SQL Parsing EMNLP 2019
Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER EMNLP 2019
Zero-Shot Semantic Parsing for Instructions ACL 2019
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT EMNLP 2019
Generative Dual Adversarial Network for Generalized Zero-Shot Learning CVPR 2019
TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning CVPR 2019