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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

Label Propagation for Zero-shot Classification with Vision-Language Models CVPR 2024
X-MIC: Cross-Modal Instance Conditioning for Egocentric Action Generalization CVPR 2024
General Object Foundation Model for Images and Videos at Scale CVPR 2024
Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability Composability and Decomposability from Anatomy via Self Supervision CVPR 2024
Scaling Laws of Synthetic Images for Model Training ... for Now CVPR 2024
Anchor-based Robust Finetuning of Vision-Language Models CVPR 2024
Language Models as Black-Box Optimizers for Vision-Language Models CVPR 2024
InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks CVPR 2024
MaskINT: Video Editing via Interpolative Non-autoregressive Masked Transformers CVPR 2024
Active Prompt Learning in Vision Language Models CVPR 2024
VISTA-LLAMA: Reducing Hallucination in Video Language Models via Equal Distance to Visual Tokens CVPR 2024
CultureBank: An Online Community-Driven Knowledge Base Towards Culturally Aware Language Technologies EMNLP 2024
Zero-Shot Fact Verification via Natural Logic and Large Language Models EMNLP 2024
Exploring the Readiness of Prominent Small Language Models for the Democratization of Financial Literacy EMNLP 2024
Evaluating and Training Long-Context Large Language Models for Question Answering on Scientific Papers EMNLP 2024
Zero-Shot Learning and Key Points Are All You Need for Automated Fact-Checking EMNLP 2024
Evaluating the fairness of task-adaptive pretraining on unlabeled test data before few-shot text classification EMNLP 2024
An Efficient Approach for Studying Cross-Lingual Transfer in Multilingual Language Models EMNLP 2024
Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization EMNLP 2024
Unsupervised Text Representation Learning via Instruction-Tuning for Zero-Shot Dense Retrieval EMNLP 2024
Generalization Measures for Zero-Shot Cross-Lingual Transfer EMNLP 2024
The CLC-UKET Dataset: Benchmarking Case Outcome Prediction for the UK Employment Tribunal EMNLP 2024
BLT: Can Large Language Models Handle Basic Legal Text? EMNLP 2024
Sui Generis: Large Language Models for Authorship Attribution and Verification in Latin EMNLP 2024
Cross-Dialectal Transfer and Zero-Shot Learning for Armenian Varieties: A Comparative Analysis of RNNs, Transformers and LLMs EMNLP 2024