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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

Synthesize, Prompt and Transfer: Zero-shot Conversational Question Generation with Pre-trained Language Model ACL 2023
MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning ACL 2023
DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization ACL 2023
Pathology Dynamics at BioLaySumm: the trade-off between Readability, Relevance, and Factuality in Lay Summarization ACL 2023
Zero-shot Faithful Factual Error Correction ACL 2023
LT at SemEval-2023 Task 1: Effective Zero-Shot Visual Word Sense Disambiguation Approaches using External Knowledge Sources ACL 2023
Multi-lingual and Multi-cultural Figurative Language Understanding ACL 2023
Diane Simmons at SemEval-2023 Task 5: Is it possible to make good clickbait spoilers using a Zero-Shot approach? Check it out! ACL 2023
GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles ACL 2023
KILM: Knowledge Injection into Encoder-Decoder Language Models ACL 2023
Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging ACL 2023
Soft Language Clustering for Multilingual Model Pre-training ACL 2023
Towards Zero-Shot Multilingual Transfer for Code-Switched Responses ACL 2023
mCLIP: Multilingual CLIP via Cross-lingual Transfer ACL 2023
PESCO: Prompt-enhanced Self Contrastive Learning for Zero-shot Text Classification ACL 2023
From Dogwhistles to Bullhorns: Unveiling Coded Rhetoric with Language Models ACL 2023
Stop Pre-Training: Adapt Visual-Language Models to Unseen Languages ACL 2023
MolXPT: Wrapping Molecules with Text for Generative Pre-training ACL 2023
Large Language Models Can be Lazy Learners: Analyze Shortcuts in In-Context Learning ACL 2023
Separating Context and Pattern: Learning Disentangled Sentence Representations for Low-Resource Extractive Summarization ACL 2023
Responsibility Perspective Transfer for Italian Femicide News ACL 2023
Zero-Shot Classification by Logical Reasoning on Natural Language Explanations ACL 2023
Can Cross-Lingual Transferability of Multilingual Transformers Be Activated Without End-Task Data? ACL 2023
NusaCrowd: Open Source Initiative for Indonesian NLP Resources ACL 2023
Improving the Transferability of Clinical Note Section Classification Models with BERT and Large Language Model Ensembles ACL 2023