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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

DeepStruct: Pretraining of Language Models for Structure Prediction ACL 2022
Meta-XNLG: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation ACL 2022
Extraction of Diagnostic Reasoning Relations for Clinical Knowledge Graphs ACL 2022
CLUES: A Benchmark for Learning Classifiers using Natural Language Explanations ACL 2022
Zero-Shot Cross-lingual Semantic Parsing ACL 2022
u-HuBERT: Unified Mixed-Modal Speech Pretraining And Zero-Shot Transfer to Unlabeled Modality NIPS 2022
Large Language Models are Zero-Shot Reasoners NIPS 2022
Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks NIPS 2022
Composable Sparse Fine-Tuning for Cross-Lingual Transfer ACL 2022
Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation ACL 2022
An Error-Guided Correction Model for Chinese Spelling Error Correction EMNLP 2022
LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based Retrieval EMNLP 2022
M3: Multi-level dataset for Multi-document summarisation of Medical studies EMNLP 2022
“Does it come in black?” CLIP-like models are zero-shot recommenders ACL 2022
Towards Generalizable and Robust Text-to-SQL Parsing EMNLP 2022
TransAdv: A Translation-based Adversarial Learning Framework for Zero-Resource Cross-Lingual Named Entity Recognition EMNLP 2022
Improving Passage Retrieval with Zero-Shot Question Generation EMNLP 2022
Nearest Neighbor Zero-Shot Inference EMNLP 2022
Prompt-learning for Fine-grained Entity Typing EMNLP 2022
EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switching EMNLP 2022
Contrastive Learning of Medical Visual Representations from Paired Images and Text MLHC 2022
Bootstrapping a high quality multilingual multimodal dataset for Bletchley ACML 2022
Improving Low-Resource Languages in Pre-Trained Multilingual Language Models EMNLP 2022
Low-resource Neural Machine Translation with Cross-modal Alignment EMNLP 2022
CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision EMNLP 2022