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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

On the Importance of Word Order Information in Cross-lingual Sequence Labeling AAAI 2021
A Bidirectional Multi-paragraph Reading Model for Zero-shot Entity Linking AAAI 2021
An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual Transformers ACL 2021
MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER ACL 2021
BERTGen: Multi-task Generation through BERT ACL 2021
Maastricht University’s Multilingual Speech Translation System for IWSLT 2021 ACL 2021
MCL@IITK at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation using Augmented Data, Signals, and Transformers ACL 2021
Multilingual Neural Semantic Parsing for Low-Resourced Languages ACL 2021
Zero-shot Event Extraction via Transfer Learning: Challenges and Insights ACL 2021
Language Embeddings for Typology and Cross-lingual Transfer Learning ACL 2021
SmBoP: Semi-autoregressive Bottom-up Semantic Parsing NAACL 2021
X-Fact: A New Benchmark Dataset for Multilingual Fact Checking ACL 2021
Exploring a Unified Sequence-To-Sequence Transformer for Medical Product Safety Monitoring in Social Media EMNLP 2021
Neuralizing Regular Expressions for Slot Filling EMNLP 2021
Targeted Adversarial Training for Natural Language Understanding NAACL 2021
Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph NAACL 2021
Improving Cross-lingual Text Classification with Zero-shot Instance-Weighting ACL 2021
Ensemble Fine-tuned mBERT for Translation Quality Estimation EMNLP 2021
TUDa at WMT21: Sentence-Level Direct Assessment with Adapters EMNLP 2021
Word Sense Disambiguation: Towards Interactive Context Exploitation from Both Word and Sense Perspectives ACL 2021
Risk Minimization for Zero-shot Sequence Labeling ACL 2021
Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2021): Workshop and Shared Task Report ACL 2021
MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer EMNLP 2021
Towards Zero-Shot Knowledge Distillation for Natural Language Processing EMNLP 2021
What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers EMNLP 2021