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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

ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval ACL 2023
Zero-Shot Information Extraction for Clinical Meta-Analysis using Large Language Models ACL 2023
shs-nlp at RadSum23: Domain-Adaptive Pre-training of Instruction-tuned LLMs for Radiology Report Impression Generation ACL 2023
Cross-domain German Medical Named Entity Recognition using a Pre-Trained Language Model and Unified Medical Semantic Types ACL 2023
Corpus-Based Task-Specific Relation Discovery ACL 2023
Team TheSyllogist at SemEval-2023 Task 3: Language-Agnostic Framing Detection in Multi-Lingual Online News: A Zero-Shot Transfer Approach ACL 2023
SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval) ACL 2023
Sentiment and Emotion Classification in Low-resource Settings ACL 2023
Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking ACL 2023
Metric-Free Exploration for Topological Mapping by Task and Motion Imitation in Feature Space RSS 2023
Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting EMNLP 2023
Primacy Effect of ChatGPT EMNLP 2023
Establishing Trustworthiness: Rethinking Tasks and Model Evaluation EMNLP 2023
Diversity Enhanced Narrative Question Generation for Storybooks EMNLP 2023
Towards LLM-driven Dialogue State Tracking EMNLP 2023
Is ChatGPT a General-Purpose Natural Language Processing Task Solver? EMNLP 2023
CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation EMNLP 2023
Task-Level Thinking Steps Help Large Language Models for Challenging Classification Task EMNLP 2023
The Skipped Beat: A Study of Sociopragmatic Understanding in LLMs for 64 Languages EMNLP 2023
Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages EMNLP 2023
POE: Process of Elimination for Multiple Choice Reasoning EMNLP 2023
PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation EMNLP 2023
ZEROTOP: Zero-Shot Task-Oriented Semantic Parsing using Large Language Models EMNLP 2023
Multimodal Embodied Plan Prediction Augmented with Synthetic Embodied Dialogue EMNLP 2023
ZGUL: Zero-shot Generalization to Unseen Languages using Multi-source Ensembling of Language Adapters EMNLP 2023