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zero-shot learning

3650 papers

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Also known as

ZSS ZSL ZS ZERO-SHOT ZL

Co-occurring keywords

large language model (13587) few-shot learning (3398) vision-language model (2348) transfer learning (5449) cross-lingual transfer (1477) text classification (6793) multimodal learning (4645) contrastive learning (4032) domain adaptation (4595) language model (4599)

Papers

Zero-shot Cross-Language Transfer of Monolingual Entity Linking Models EMNLP 2022
Exploring the Influence of Dialog Input Format for Unsupervised Clinical Questionnaire Filling EMNLP 2022
PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization ACL 2022
What Makes Data-to-Text Generation Hard for Pretrained Language Models? EMNLP 2022
CardiffNLP-Metaphor at SemEval-2022 Task 2: Targeted Fine-tuning of Transformer-based Language Models for Idiomaticity Detection NAACL 2022
🏘️ ProcTHOR: Large-Scale Embodied AI Using Procedural Generation NIPS 2022
LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based Retrieval EMNLP 2022
M3: Multi-level dataset for Multi-document summarisation of Medical studies EMNLP 2022
Towards Generalizable and Robust Text-to-SQL Parsing EMNLP 2022
TransAdv: A Translation-based Adversarial Learning Framework for Zero-Resource Cross-Lingual Named Entity Recognition EMNLP 2022
Improving Passage Retrieval with Zero-Shot Question Generation EMNLP 2022
Nearest Neighbor Zero-Shot Inference EMNLP 2022
ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction EMNLP 2022
Towards a Unified Multi-Dimensional Evaluator for Text Generation EMNLP 2022
Low-resource Neural Machine Translation with Cross-modal Alignment EMNLP 2022
Improving Low-Resource Languages in Pre-Trained Multilingual Language Models EMNLP 2022
EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switching EMNLP 2022
Prompt-learning for Fine-grained Entity Typing EMNLP 2022
Improving Zero-Shot Event Extraction via Sentence Simplification EMNLP 2022
Zero-Shot Ranking Socio-Political Texts with Transformer Language Models to Reduce Close Reading Time EMNLP 2022
OpenStance: Real-world Zero-shot Stance Detection EMNLP 2022
Exploring Euphemism Detection in Few-Shot and Zero-Shot Settings EMNLP 2022
GroupViT: Semantic Segmentation Emerges From Text Supervision CVPR 2022
Towards Language-Free Training for Text-to-Image Generation CVPR 2022
HUE: Pretrained Model and Dataset for Understanding Hanja Documents of Ancient Korea NAACL 2022