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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

Segment Any Change NIPS 2024
Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models NIPS 2024
DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning NIPS 2024
On the Effects of Data Scale on UI Control Agents NIPS 2024
InstructDoc: A Dataset for Zero-Shot Generalization of Visual Document Understanding with Instructions AAAI 2024
Personalized LoRA for Human-Centered Text Understanding AAAI 2024
Reverse Multi-Choice Dialogue Commonsense Inference with Graph-of-Thought AAAI 2024
Automatic Short Answer Grading for Finnish with ChatGPT AAAI 2024
ProxyDet: Synthesizing Proxy Novel Classes via Classwise Mixup for Open-Vocabulary Object Detection AAAI 2024
Data Adaptive Traceback for Vision-Language Foundation Models in Image Classification AAAI 2024
Collaborative Consortium of Foundation Models for Open-World Few-Shot Learning AAAI 2024
GroundVLP: Harnessing Zero-Shot Visual Grounding from Vision-Language Pre-training and Open-Vocabulary Object Detection AAAI 2024
Learning to Manipulate Artistic Images AAAI 2024
VLCounter: Text-Aware Visual Representation for Zero-Shot Object Counting AAAI 2024
Image Captioning with Multi-Context Synthetic Data AAAI 2024
A Multimodal, Multi-Task Adapting Framework for Video Action Recognition AAAI 2024
SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing AAAI 2024
Zero-Shot Aerial Object Detection with Visual Description Regularization AAAI 2024
FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering AAAI 2024
Chinese Spelling Correction as Rephrasing Language Model AAAI 2024
Rethinking Negative Instances for Generative Named Entity Recognition ACL 2024
Can Rule-Based Insights Enhance LLMs for Radiology Report Classification? Introducing the RadPrompt Methodology. ACL 2024
Assessing In-context Learning and Fine-tuning for Topic Classification of German Web Data ACL 2024
Description Boosting for Zero-Shot Entity and Relation Classification ACL 2024
Exploring Description-Augmented Dataless Intent Classification ACL 2024