Zero-Shot Learning

Improving Zero-Shot Generalization in Offline Reinforcement Learning using Generalized Similarity Functions NeurIPS 2022 Intermediate Entity-based Sparse Interpretable Representation Learning EMNLP 2022 JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection ACL 2022 LAION-5B: An open large-scale dataset for training next generation image-text models NeurIPS 2022 Language Model Priming for Cross-Lingual Event Extraction AAAI 2022 LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval ACL 2022 Large Language Models are Zero-Shot Reasoners NeurIPS 2022 Learning Aligned Cross-Modal Representation for Generalized Zero-Shot Classification AAAI 2022 Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization EMNLP 2022 Learning To Prompt for Open-Vocabulary Object Detection With Vision-Language Model CVPR 2022 Making Pretrained Language Models Good Long-tailed Learners EMNLP 2022 Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction ACL 2022 Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models ACL 2022 Multitask Prompted Training Enables Zero-Shot Task Generalization ICLR 2022 Nearest Neighbor Zero-Shot Inference EMNLP 2022 Neural Pipeline for Zero-Shot Data-to-Text Generation ACL 2022 OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval ACL 2022 On the Calibration of Massively Multilingual Language Models EMNLP 2022 Open Vocabulary Extreme Classification Using Generative Models ACL 2022 Open-Vocabulary One-Stage Detection With Hierarchical Visual-Language Knowledge Distillation CVPR 2022 Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training EMNLP 2022 ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback EMNLP 2022 Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models EMNLP 2022 Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding ACL 2022 ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension ACL 2022