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

Describe, Explain, Plan and Select: Interactive Planning with LLMs Enables Open-World Multi-Task Agents NIPS 2023

Zero-Shot Anomaly Detection via Batch Normalization NIPS 2023

OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding NIPS 2023

A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence NIPS 2023

Action Inference by Maximising Evidence: Zero-Shot Imitation from Observation with World Models NIPS 2023

Sentiment and Emotion Classification in Low-resource Settings ACL 2023

SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval) 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

Corpus-Based Task-Specific Relation Discovery ACL 2023

Cross-domain German Medical Named Entity Recognition using a Pre-Trained Language Model and Unified Medical Semantic Types ACL 2023

shs-nlp at RadSum23: Domain-Adaptive Pre-training of Instruction-tuned LLMs for Radiology Report Impression Generation ACL 2023

Zero-Shot Information Extraction for Clinical Meta-Analysis using Large Language Models ACL 2023

ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval ACL 2023

Tab-CoT: Zero-shot Tabular Chain of Thought ACL 2023

Multilingual Multi-Figurative Language Detection ACL 2023

Language Agnostic Multilingual Information Retrieval with Contrastive Learning ACL 2023

Reasoning in Large Language Models Through Symbolic Math Word Problems ACL 2023

Code-Switched Text Synthesis in Unseen Language Pairs ACL 2023

SETI: Systematicity Evaluation of Textual Inference ACL 2023

Better Zero-Shot Reasoning with Self-Adaptive Prompting ACL 2023

ZeroAE: Pre-trained Language Model based Autoencoder for Transductive Zero-shot Text Classification ACL 2023

X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot Agents ACL 2023

Nonparametric Masked Language Modeling ACL 2023

Transitioning from benchmarks to a real-world case of information-seeking in Scientific Publications ACL 2023

Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting ACL 2023