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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

The BLA Benchmark: Investigating Basic Language Abilities of Pre-Trained Multimodal Models EMNLP 2023
Adaptive End-to-End Metric Learning for Zero-Shot Cross-Domain Slot Filling EMNLP 2023
You Told Me That Joke Twice: A Systematic Investigation of Transferability and Robustness of Humor Detection Models EMNLP 2023
In-Context Meta-Learning vs. Semantic Score-Based Similarity: A Comparative Study in Arabic Short Answer Grading EMNLP 2023
Pipeline Enabling Zero-shot Classification for Bangla Handwritten Grapheme EMNLP 2023
HNC: Leveraging Hard Negative Captions towards Models with Fine-Grained Visual-Linguistic Comprehension Capabilities EMNLP 2023
Zero-shot Sharpness-Aware Quantization for Pre-trained Language Models EMNLP 2023
MeaeQ: Mount Model Extraction Attacks with Efficient Queries EMNLP 2023
Zero-guidance Segmentation Using Zero Segment Labels ICCV 2023
Query-as-context Pre-training for Dense Passage Retrieval EMNLP 2023
Weakly-Supervised Learning of Visual Relations in Multimodal Pretraining EMNLP 2023
When Do Decompositions Help for Machine Reading? EMNLP 2023
PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training EMNLP 2023
STEER: Semantic Turn Extension-Expansion Recognition for Voice Assistants EMNLP 2023
LLM4Vis: Explainable Visualization Recommendation using ChatGPT EMNLP 2023
Text Augmented Spatial Aware Zero-shot Referring Image Segmentation EMNLP 2023
PsyCoT: Psychological Questionnaire as Powerful Chain-of-Thought for Personality Detection EMNLP 2023
ECHo: A Visio-Linguistic Dataset for Event Causality Inference via Human-Centric Reasoning EMNLP 2023
On the Zero-Shot Generalization of Machine-Generated Text Detectors EMNLP 2023
From Association to Generation: Text-only Captioning by Unsupervised Cross-modal Mapping IJCAI 2023
Voice Guard: Protecting Voice Privacy with Strong and Imperceptible Adversarial Perturbation in the Time Domain IJCAI 2023
CLIP2Scene: Towards Label-Efficient 3D Scene Understanding by CLIP CVPR 2023
StyleRF: Zero-Shot 3D Style Transfer of Neural Radiance Fields CVPR 2023
iCLIP: Bridging Image Classification and Contrastive Language-Image Pre-Training for Visual Recognition CVPR 2023
Master: Meta Style Transformer for Controllable Zero-Shot and Few-Shot Artistic Style Transfer CVPR 2023