Zero-Shot Learning

Learning to Retrieve Passages without Supervision NAACL 2022 Learning To Zoom Inside Camera Imaging Pipeline CVPR 2022 Learning Transferable Human-Object Interaction Detector With Natural Language Supervision CVPR 2022 Learning Unseen Emotions from Gestures via Semantically-Conditioned Zero-Shot Perception with Adversarial Autoencoders AAAI 2022 Learn to Adapt for Generalized Zero-Shot Text Classification ACL 2022 Leveraging QA Datasets to Improve Generative Data Augmentation EMNLP 2022 Leveraging unlabeled data to predict out-of-distribution performance ICLR 2022 LiT: Zero-Shot Transfer With Locked-Image Text Tuning CVPR 2022 Low-Resource Multilingual and Zero-Shot Multispeaker TTS AACL 2022 Low-Resource NER by Data Augmentation With Prompting IJCAI 2022 LUNA: Localizing Unfamiliarity Near Acquaintance for Open-Set Long-Tailed Recognition AAAI 2022 M3: Multi-level dataset for Multi-document summarisation of Medical studies EMNLP 2022 Make an Omelette with Breaking Eggs: Zero-Shot Learning for Novel Attribute Synthesis NeurIPS 2022 Making Pretrained Language Models Good Long-tailed Learners EMNLP 2022 MALM: Mixing Augmented Language Modeling for Zero-Shot Machine Translation AACL 2022 Mask Matching Transformer for Few-Shot Segmentation NeurIPS 2022 mcBERT: Momentum Contrastive Learning with BERT for Zero-Shot Slot Filling Interspeech 2022 Meta-XNLG: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation ACL 2022 Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings EMNLP 2022 Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning NAACL 2022 Momentum Contrastive Pre-training for Question Answering EMNLP 2022 MonoByte: A Pool of Monolingual Byte-level Language Models COLING 2022 MSAMSum: Towards Benchmarking Multi-lingual Dialogue Summarization ACL 2022 MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning CVPR 2022 Multi-Corpus Speech Emotion Recognition for Unseen Corpus Using Corpus-Wise Weights in Classification Loss Interspeech 2022