Zero-Shot Learning

Zero-Shot Classification by Logical Reasoning on Natural Language Explanations ACL 2023 Zero-shot Faithful Factual Error Correction ACL 2023 Zero-shot Faithfulness Evaluation for Text Summarization with Foundation Language Model EMNLP 2023 Zero-Shot Model Diagnosis CVPR 2023 Zero-Shot Multi-Label Topic Inference with Sentence Encoders and LLMs EMNLP 2023 Zero-Shot On-the-Fly Event Schema Induction EACL 2023 Zero-shot Probing of Pretrained Language Models for Geography Knowledge AACL 2023 Zero-Shot Referring Image Segmentation With Global-Local Context Features CVPR 2023 Zero-Shot Self-Supervised Joint Temporal Image and Sensitivity Map Reconstruction via Linear Latent Space MIDL 2023 Zero-Shot Slot Filling with Slot-Prefix Prompting and Attention Relationship Descriptor AAAI 2023 Zero-shot Temporal Relation Extraction with ChatGPT ACL 2023 Zero-Shot Text-to-Parameter Translation for Game Character Auto-Creation CVPR 2023 Zero-shot Visual Relation Detection via Composite Visual Cues from Large Language Models NeurIPS 2023 ZEROTOP: Zero-Shot Task-Oriented Semantic Parsing using Large Language Models EMNLP 2023 ZGUL: Zero-shot Generalization to Unseen Languages using Multi-source Ensembling of Language Adapters EMNLP 2023 Z-ICL: Zero-Shot In-Context Learning with Pseudo-Demonstrations ACL 2023 AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages ACL 2022 A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification CoNLL 2022 A Neural Pairwise Ranking Model for Readability Assessment ACL 2022 An Evaluation of Three-Stage Voice Conversion Framework for Noisy and Reverberant Conditions Interspeech 2022 AnyMorph: Learning Transferable Polices By Inferring Agent Morphology ICML 2022 A Recipe for Arbitrary Text Style Transfer with Large Language Models ACL 2022 Beyond prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations EMNLP 2022 BigBio: A Framework for Data-Centric Biomedical Natural Language Processing NeurIPS 2022 Boosting Generative Zero-Shot Learning by Synthesizing Diverse Features with Attribute Augmentation AAAI 2022