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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

Learning from Task Descriptions EMNLP 2020
Learning to Evaluate Translation Beyond English: BLEURT Submissions to the WMT Metrics 2020 Shared Task EMNLP 2020
Paraphrase Generation as Zero-Shot Multilingual Translation: Disentangling Semantic Similarity from Lexical and Syntactic Diversity EMNLP 2020
KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation EMNLP 2020
A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards ACL 2020
An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels EMNLP 2020
Grounded Adaptation for Zero-shot Executable Semantic Parsing EMNLP 2020
CHARM: Inferring Personal Attributes from Conversations EMNLP 2020
Automatic Machine Translation Evaluation in Many Languages via Zero-Shot Paraphrasing EMNLP 2020
Reasoning about Goals, Steps, and Temporal Ordering with WikiHow EMNLP 2020
MSeg: A Composite Dataset for Multi-Domain Semantic Segmentation CVPR 2020
Zero-Shot Crosslingual Sentence Simplification EMNLP 2020
Don’t Use English Dev: On the Zero-Shot Cross-Lingual Evaluation of Contextual Embeddings EMNLP 2020
A causal view of compositional zero-shot recognition NIPS 2020
Language to Network: Conditional Parameter Adaptation with Natural Language Descriptions ACL 2020
Consistent Video Style Transfer via Compound Regularization AAAI 2020
Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs AAAI 2020
Attention-Informed Mixed-Language Training for Zero-Shot Cross-Lingual Task-Oriented Dialogue Systems AAAI 2020
Scalable Zero-shot Entity Linking with Dense Entity Retrieval EMNLP 2020
Cross-Lingual Natural Language Generation via Pre-Training AAAI 2020
Zero-Shot Ingredient Recognition by Multi-Relational Graph Convolutional Network AAAI 2020
Detecting Urgency Status of Crisis Tweets: A Transfer Learning Approach for Low Resource Languages COLING 2020
Multilingual Neural Machine Translation COLING 2020
XHate-999: Analyzing and Detecting Abusive Language Across Domains and Languages COLING 2020
Connecting the Dots Between Fact Verification and Fake News Detection COLING 2020