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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

QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering EMNLP 2023
Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular Data EMNLP 2023
Calibrated Seq2seq Models for Efficient and Generalizable Ultra-fine Entity Typing EMNLP 2023
Is ChatGPT the ultimate Data Augmentation Algorithm? EMNLP 2023
Unleashing the Multilingual Encoder Potential: Boosting Zero-Shot Performance via Probability Calibration EMNLP 2023
Cross-Dialectal Named Entity Recognition in Arabic EMNLP 2023
Investigating Zero-shot Cross-lingual Language Understanding for Arabic EMNLP 2023
Nexus at ArAIEval Shared Task: Fine-Tuning Arabic Language Models for Propaganda and Disinformation Detection EMNLP 2023
Crosslingual Retrieval Augmented In-context Learning for Bangla EMNLP 2023
BLP-2023 Task 2: Sentiment Analysis EMNLP 2023
Towards Low-resource Language Generation with Limited Supervision EMNLP 2023
Cross-Document Event Coreference Resolution: Instruct Humans or Instruct GPT? EMNLP 2023
Effective Proxy for Human Labeling: Ensemble Disagreement Scores in Large Language Models for Industrial NLP EMNLP 2023
A Simple yet Efficient Ensemble Approach for AI-generated Text Detection EMNLP 2023
GenCodeSearchNet: A Benchmark Test Suite for Evaluating Generalization in Programming Language Understanding EMNLP 2023
Zero-Shot Cross-Lingual Summarization via Large Language Models EMNLP 2023
Large Language Models are legal but they are not: Making the case for a powerful LegalLLM EMNLP 2023
A Comparative Study of Prompting Strategies for Legal Text Classification EMNLP 2023
Towards Zero-Shot Frame Semantic Parsing with Task Agnostic Ontologies and Simple Labels EMNLP 2023
Visual Prediction Improves Zero-Shot Cross-Modal Machine Translation EMNLP 2023
Findings of the WMT 2023 Shared Task on Quality Estimation EMNLP 2023
KnowComp Submission for WMT23 Word-Level AutoCompletion Task EMNLP 2023
Aligning Bag of Regions for Open-Vocabulary Object Detection CVPR 2023
CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not CVPR 2023
IFSeg: Image-Free Semantic Segmentation via Vision-Language Model CVPR 2023