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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

ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity? ACL 2023
Gradient Ascent Post-training Enhances Language Model Generalization ACL 2023
Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning ACL 2023
XSemPLR: Cross-Lingual Semantic Parsing in Multiple Natural Languages and Meaning Representations ACL 2023
Pre-trained Language Models Can be Fully Zero-Shot Learners ACL 2023
On Improving Summarization Factual Consistency from Natural Language Feedback ACL 2023
Towards Unifying Multi-Lingual and Cross-Lingual Summarization ACL 2023
Is Fine-tuning Needed? Pre-trained Language Models Are Near Perfect for Out-of-Domain Detection ACL 2023
MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning ACL 2023
HINT: Hypernetwork Instruction Tuning for Efficient Zero- and Few-Shot Generalisation ACL 2023
How Do In-Context Examples Affect Compositional Generalization? ACL 2023
What does the Failure to Reason with “Respectively” in Zero/Few-Shot Settings Tell Us about Language Models? ACL 2023
Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method ACL 2023
A New Dataset and Empirical Study for Sentence Simplification in Chinese ACL 2023
WebIE: Faithful and Robust Information Extraction on the Web ACL 2023
Prompting Language Models for Linguistic Structure ACL 2023
Towards a Common Understanding of Contributing Factors for Cross-Lingual Transfer in Multilingual Language Models: A Review ACL 2023
Revealing Single Frame Bias for Video-and-Language Learning ACL 2023
Precise Zero-Shot Dense Retrieval without Relevance Labels ACL 2023
Long-Tailed Question Answering in an Open World ACL 2023
Zero-shot Visual Question Answering with Language Model Feedback ACL 2023
ChatGPT for Suicide Risk Assessment on Social Media: Quantitative Evaluation of Model Performance, Potentials and Limitations ACL 2023
C-STANCE: A Large Dataset for Chinese Zero-Shot Stance Detection ACL 2023
AltCLIP: Altering the Language Encoder in CLIP for Extended Language Capabilities ACL 2023
Delving into the Openness of CLIP ACL 2023