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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

Parameter-Efficient Prompt Tuning Makes Generalized and Calibrated Neural Text Retrievers EMNLP 2023
X-SNS: Cross-Lingual Transfer Prediction through Sub-Network Similarity EMNLP 2023
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering EMNLP 2023
Can ChatGPT Perform Reasoning Using the IRAC Method in Analyzing Legal Scenarios Like a Lawyer? EMNLP 2023
PaRaDe: Passage Ranking using Demonstrations with LLMs EMNLP 2023
HierarchicalContrast: A Coarse-to-Fine Contrastive Learning Framework for Cross-Domain Zero-Shot Slot Filling EMNLP 2023
ArabIcros: AI-Powered Arabic Crossword Puzzle Generation for Educational Applications EMNLP 2023
Detecting Argumentative Fallacies in the Wild: Problems and Limitations of Large Language Models EMNLP 2023
Top-Down Visual Attention From Analysis by Synthesis CVPR 2023
Zero-Shot Text-to-Parameter Translation for Game Character Auto-Creation CVPR 2023
(ML)$^2$P-Encoder: On Exploration of Channel-Class Correlation for Multi-Label Zero-Shot Learning CVPR 2023
Position-Guided Text Prompt for Vision-Language Pre-Training CVPR 2023
Visual Programming: Compositional Visual Reasoning Without Training CVPR 2023
Pic2Word: Mapping Pictures to Words for Zero-Shot Composed Image Retrieval CVPR 2023
AutoLabel: CLIP-Based Framework for Open-Set Video Domain Adaptation CVPR 2023
Zero-Shot Object Counting CVPR 2023
Zero-Shot Everything Sketch-Based Image Retrieval, and in Explainable Style CVPR 2023
I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification CVPR 2023
Generalized Decoding for Pixel, Image, and Language CVPR 2023
Learning To Generate Text-Grounded Mask for Open-World Semantic Segmentation From Only Image-Text Pairs CVPR 2023
Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images CVPR 2023
Texts as Images in Prompt Tuning for Multi-Label Image Recognition CVPR 2023
Graph of Circuits with GNN for Exploring the Optimal Design Space NIPS 2023
URL: A Representation Learning Benchmark for Transferable Uncertainty Estimates NIPS 2023
Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition NIPS 2023