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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

mCPT at SemEval-2023 Task 3: Multilingual Label-Aware Contrastive Pre-Training of Transformers for Few- and Zero-shot Framing Detection ACL 2023
Z-ICL: Zero-Shot In-Context Learning with Pseudo-Demonstrations ACL 2023
What Makes Pre-trained Language Models Better Zero-shot Learners? ACL 2023
In-Context Analogical Reasoning with Pre-Trained Language Models ACL 2023
StoryWars: A Dataset and Instruction Tuning Baselines for Collaborative Story Understanding and Generation ACL 2023
End-to-end Knowledge Retrieval with Multi-modal Queries ACL 2023
Multi-Document Summarization with Centroid-Based Pretraining ACL 2023
Evaluating the Effectiveness of Natural Language Inference for Hate Speech Detection in Languages with Limited Labeled Data ACL 2023
Adapting Emotion Detection to Analyze Influence Campaigns on Social Media ACL 2023
The Art of Prompting: Event Detection based on Type Specific Prompts ACL 2023
Revisiting non-English Text Simplification: A Unified Multilingual Benchmark ACL 2023
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization ACL 2023
Is GPT-3 a Good Data Annotator? ACL 2023
Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting ACL 2023
Transitioning from benchmarks to a real-world case of information-seeking in Scientific Publications ACL 2023
Nonparametric Masked Language Modeling ACL 2023
X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot Agents ACL 2023
ZeroAE: Pre-trained Language Model based Autoencoder for Transductive Zero-shot Text Classification ACL 2023
Better Zero-Shot Reasoning with Self-Adaptive Prompting ACL 2023
SETI: Systematicity Evaluation of Textual Inference ACL 2023
Code-Switched Text Synthesis in Unseen Language Pairs ACL 2023
Reasoning in Large Language Models Through Symbolic Math Word Problems ACL 2023
Language Agnostic Multilingual Information Retrieval with Contrastive Learning ACL 2023
Multilingual Multi-Figurative Language Detection ACL 2023
Tab-CoT: Zero-shot Tabular Chain of Thought ACL 2023