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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

Dream3D: Zero-Shot Text-to-3D Synthesis Using 3D Shape Prior and Text-to-Image Diffusion Models CVPR 2023
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
Prompting Scientific Names for Zero-Shot Species Recognition EMNLP 2023
The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning EMNLP 2023
CLAIR: Evaluating Image Captions with Large Language Models EMNLP 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
Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models? EACL 2023
Zero-Shot On-the-Fly Event Schema Induction EACL 2023
XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking EACL 2023
P5: Plug-and-Play Persona Prompting for Personalized Response Selection EMNLP 2023
Can Large Language Models Capture Dissenting Human Voices? EMNLP 2023
A New Benchmark and Reverse Validation Method for Passage-level Hallucination Detection EMNLP 2023