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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

GlossReader at SemEval-2021 Task 2: Reading Definitions Improves Contextualized Word Embeddings IJCNLP 2021
Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization EMNLP 2021
FII_CROSS at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation IJCNLP 2021
Multilingual Neural Semantic Parsing for Low-Resourced Languages IJCNLP 2021
Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction EMNLP 2021
Genre as Weak Supervision for Cross-lingual Dependency Parsing EMNLP 2021
WinoLogic: A Zero-Shot Logic-based Diagnostic Dataset for Winograd Schema Challenge EMNLP 2021
AutoEQA: Auto-Encoding Questions for Extractive Question Answering EMNLP 2021
Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema EMNLP 2021
Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data EMNLP 2021
Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training EMNLP 2021
Meta-LMTC: Meta-Learning for Large-Scale Multi-Label Text Classification EMNLP 2021
Multi-Domain Multilingual Question Answering EMNLP 2021
ProtoInfoMax: Prototypical Networks with Mutual Information Maximization for Out-of-Domain Detection EMNLP 2021
Cross-Lingual Leveled Reading Based on Language-Invariant Features EMNLP 2021
MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer EMNLP 2021
Open World Compositional Zero-Shot Learning CVPR 2021
Saliency-based Multi-View Mixed Language Training for Zero-shot Cross-lingual Classification EMNLP 2021
Open Aspect Target Sentiment Classification with Natural Language Prompts EMNLP 2021
UoB_UK at SemEval 2021 Task 2: Zero-Shot and Few-Shot Learning for Multi-lingual and Cross-lingual Word Sense Disambiguation. SEMEVAL 2021
Probing Multilingual Language Models for Discourse ACL 2021
Model Selection for Cross-lingual Transfer EMNLP 2021
A Label-Aware BERT Attention Network for Zero-Shot Multi-Intent Detection in Spoken Language Understanding EMNLP 2021
Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling EMNLP 2021
Cross-lingual Sentence Embedding using Multi-Task Learning EMNLP 2021