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Zero-Shot Learning

335 directly classified papers

Papers per year

Papers

HierVST: Hierarchical Adaptive Zero-shot Voice Style Transfer INTERSPEECH 2023
Is ChatGPT a Good Teacher Coach? Measuring Zero-Shot Performance For Scoring and Providing Actionable Insights on Classroom Instruction ACL 2023
Corpus-Based Task-Specific Relation Discovery ACL 2023
Is ChatGPT the ultimate Data Augmentation Algorithm? EMNLP 2023
HierarchicalContrast: A Coarse-to-Fine Contrastive Learning Framework for Cross-Domain Zero-Shot Slot Filling EMNLP 2023
A Thorough Examination on Zero-shot Dense Retrieval EMNLP 2023
Learning Attention Propagation for Compositional Zero-Shot Learning WACV 2023
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering EMNLP 2023
Cross-task Knowledge Transfer for Extremely Weakly Supervised Text Classification ACL 2023
PARROT: Zero-Shot Narrative Reading Comprehension via Parallel Reading EMNLP 2023
Unleashing the Multilingual Encoder Potential: Boosting Zero-Shot Performance via Probability Calibration EMNLP 2023
MetaZSCIL: A Meta-Learning Approach for Generalized Zero-Shot Class Incremental Learning AAAI 2023
ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval ACL 2023
Zero-Shot Data Maps. Efficient Dataset Cartography Without Model Training EMNLP 2023
Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction ACL 2023
QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering EMNLP 2023
On the Transferability of Visually Grounded PCFGs EMNLP 2023
Prompt-based Zero-shot Text Classification with Conceptual Knowledge ACL 2023
ZeroAE: Pre-trained Language Model based Autoencoder for Transductive Zero-shot Text Classification ACL 2023
Zero-Shot Text Classification via Self-Supervised Tuning ACL 2023
Label Agnostic Pre-training for Zero-shot Text Classification ACL 2023
BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load Forecasting NIPS 2023
Pre-trained Language Models Can be Fully Zero-Shot Learners ACL 2023
LMGQS: A Large-scale Dataset for Query-focused Summarization EMNLP 2023
The Art of Prompting: Event Detection based on Type Specific Prompts ACL 2023