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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

Mirror: A Universal Framework for Various Information Extraction Tasks EMNLP 2023
TaskWeb: Selecting Better Source Tasks for Multi-task NLP EMNLP 2023
Probing LLMs for hate speech detection: strengths and vulnerabilities EMNLP 2023
POSQA: Probe the World Models of LLMs with Size Comparisons EMNLP 2023
Are Language Models Worse than Humans at Following Prompts? It’s Complicated EMNLP 2023
CHiLL: Zero-shot Custom Interpretable Feature Extraction from Clinical Notes with Large Language Models EMNLP 2023
Zero-shot Topical Text Classification with LLMs - an Experimental Study EMNLP 2023
Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models EMNLP 2023
Robustness of Named-Entity Replacements for In-Context Learning EMNLP 2023
Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt EMNLP 2023
DetectLLM: Leveraging Log Rank Information for Zero-Shot Detection of Machine-Generated Text EMNLP 2023
Linguistically Motivated Sign Language Segmentation EMNLP 2023
Parameter-Efficient Prompt Tuning Makes Generalized and Calibrated Neural Text Retrievers EMNLP 2023
X-SNS: Cross-Lingual Transfer Prediction through Sub-Network Similarity EMNLP 2023
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering EMNLP 2023
Can ChatGPT Perform Reasoning Using the IRAC Method in Analyzing Legal Scenarios Like a Lawyer? EMNLP 2023
PaRaDe: Passage Ranking using Demonstrations with LLMs EMNLP 2023
HierarchicalContrast: A Coarse-to-Fine Contrastive Learning Framework for Cross-Domain Zero-Shot Slot Filling EMNLP 2023
ArabIcros: AI-Powered Arabic Crossword Puzzle Generation for Educational Applications EMNLP 2023
Detecting Argumentative Fallacies in the Wild: Problems and Limitations of Large Language Models EMNLP 2023
Top-Down Visual Attention From Analysis by Synthesis CVPR 2023
Zero-Shot Text-to-Parameter Translation for Game Character Auto-Creation CVPR 2023
(ML)$^2$P-Encoder: On Exploration of Channel-Class Correlation for Multi-Label Zero-Shot Learning CVPR 2023
Position-Guided Text Prompt for Vision-Language Pre-Training CVPR 2023
Visual Programming: Compositional Visual Reasoning Without Training CVPR 2023