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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

Whit’s the Richt Pairt o Speech: PoS tagging for Scots EACL 2021
BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies? IJCNLP 2021
Learning Language Specific Sub-network for Multilingual Machine Translation IJCNLP 2021
Multilingual Speech Translation from Efficient Finetuning of Pretrained Models IJCNLP 2021
XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation IJCNLP 2021
Evaluating morphological typology in zero-shot cross-lingual transfer IJCNLP 2021
Towards User-Driven Neural Machine Translation IJCNLP 2021
A Pre-training Strategy for Zero-Resource Response Selection in Knowledge-Grounded Conversations IJCNLP 2021
Zero-shot Event Extraction via Transfer Learning: Challenges and Insights IJCNLP 2021
Let’s be explicit about that: Distant supervision for implicit discourse relation classification via connective prediction IJCNLP 2021
Fine-grained Event Classification in News-like Text Snippets - Shared Task 2, CASE 2021 IJCNLP 2021
Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation NAACL 2021
Light Field Super-Resolution With Zero-Shot Learning CVPR 2021
GlossReader at SemEval-2021 Task 2: Reading Definitions Improves Contextualized Word Embeddings SEMEVAL 2021
Risk Minimization for Zero-shot Sequence Labeling IJCNLP 2021
Discovering Representation Sprachbund For Multilingual Pre-Training EMNLP 2021
Evaluating morphological typology in zero-shot cross-lingual transfer ACL 2021
Learning from Language Description: Low-shot Named Entity Recognition via Decomposed Framework EMNLP 2021
Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections EMNLP 2021
AStitchInLanguageModels: Dataset and Methods for the Exploration of Idiomaticity in Pre-Trained Language Models EMNLP 2021
MURAL: Multimodal, Multitask Representations Across Languages EMNLP 2021
Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data EMNLP 2021
Zero-Shot Compositional Concept Learning IJCNLP 2021
UoB_UK at SemEval 2021 Task 2: Zero-Shot and Few-Shot Learning for Multi-lingual and Cross-lingual Word Sense Disambiguation. IJCNLP 2021
Modeling Profanity and Hate Speech in Social Media with Semantic Subspaces IJCNLP 2021