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zero-shot learning

3637 papers

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Also known as

ZRE ZS-TTS ZS-CIR ZSS ZSAR ZSVOS GSZL ZS-TAL ZSFA NLVL ZGAD CZSL ZS-SBIR GZSL ZSL ZSQ ZS ZSOC ZSSD ZERO-SHOT ZL ZSRE ZS-XLT

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

Attention Modulation for Zero-Shot Cross-Domain Dialogue State Tracking COLING 2022
Efficient Zero-shot Event Extraction with Context-Definition Alignment EMNLP 2022
ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification ACL 2022
Zero- and Few-Shot NLP with Pretrained Language Models ACL 2022
Continued Pretraining for Better Zero- and Few-Shot Promptability EMNLP 2022
Fortunately, Discourse Markers Can Enhance Language Models for Sentiment Analysis AAAI 2022
Exploiting Sentiment and Common Sense for Zero-shot Stance Detection COLING 2022
MSAMSum: Towards Benchmarking Multi-lingual Dialogue Summarization ACL 2022
MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition EMNLP 2022
Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question Answering EMNLP 2022
UoM&MMU at TSAR-2022 Shared Task: Prompt Learning for Lexical Simplification EMNLP 2022
A Subspace-Based Analysis of Structured and Unstructured Representations in Image-Text Retrieval EMNLP 2022
Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding ACL 2022
Open Vocabulary Extreme Classification Using Generative Models ACL 2022
Audio-Visual Generalised Zero-Shot Learning With Cross-Modal Attention and Language CVPR 2022
Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision EMNLP 2022
Cross-Modal Representation Learning for Zero-Shot Action Recognition CVPR 2022
Temporal Alignment Networks for Long-Term Video CVPR 2022
Mixed Differential Privacy in Computer Vision CVPR 2022
Towards General Purpose Vision Systems: An End-to-End Task-Agnostic Vision-Language Architecture CVPR 2022
Debiased Learning From Naturally Imbalanced Pseudo-Labels CVPR 2022
Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction ACL 2022
PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization ACL 2022
CardiffNLP-Metaphor at SemEval-2022 Task 2: Targeted Fine-tuning of Transformer-based Language Models for Idiomaticity Detection NAACL 2022
ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking NAACL 2022