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Zero-Shot Learning

3,143 papers

Papers per year

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Papers

Phasic Content Fusing Diffusion Model with Directional Distribution Consistency for Few-Shot Model Adaption ICCV 2023
Allies: Prompting Large Language Model with Beam Search EMNLP 2023
Delving Deeper into Cross-lingual Visual Question Answering EACL 2023
CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not CVPR 2023
Tab-CoT: Zero-shot Tabular Chain of Thought ACL 2023
Synthetic Dataset for Evaluating Complex Compositional Knowledge for Natural Language Inference ACL 2023
DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition ACL 2023
Is ChatGPT a Good Teacher Coach? Measuring Zero-Shot Performance For Scoring and Providing Actionable Insights on Classroom Instruction ACL 2023
ConEntail: An Entailment-based Framework for Universal Zero and Few Shot Classification with Supervised Contrastive Pretraining EACL 2023
Nonparametric Masked Language Modeling ACL 2023
PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training EMNLP 2023
A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence NIPS 2023
Revisiting Automated Prompting: Are We Actually Doing Better? ACL 2023
Visually grounded few-shot word acquisition with fewer shots INTERSPEECH 2023
Learning Attention Propagation for Compositional Zero-Shot Learning WACV 2023
MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning ACL 2023
Which Invariance Should We Transfer? A Causal Minimax Learning Approach ICML 2023
Pengi: An Audio Language Model for Audio Tasks NIPS 2023
Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization EMNLP 2023
Pruning Self-Attention for Zero-Shot Multi-Speaker Text-to-Speech INTERSPEECH 2023
YouTube-ASL: A Large-Scale, Open-Domain American Sign Language-English Parallel Corpus NIPS 2023
Uppsala University at SemEval-2023 Task12: Zero-shot Sentiment Classification for Nigerian Pidgin Tweets ACL 2023
Prompting the Hidden Talent of Web-Scale Speech Models for Zero-Shot Task Generalization INTERSPEECH 2023
Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers ACL 2023
Zero-Shot Automatic Pronunciation Assessment INTERSPEECH 2023