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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Learngene: From Open-World to Your Learning Task AAAI 2022
Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation ACL 2022
Low-Resource NER by Data Augmentation With Prompting IJCAI 2022
LUNA: Localizing Unfamiliarity Near Acquaintance for Open-Set Long-Tailed Recognition AAAI 2022
EditSinger: Zero-Shot Text-Based Singing Voice Editing System with Diverse Prosody Modeling IJCAI 2022
CENTAL at TSAR-2022 Shared Task: How Does Context Impact BERT-Generated Substitutions for Lexical Simplification? EMNLP 2022
Situated Dialogue Learning through Procedural Environment Generation ACL 2022
SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-trained Siamese Transformers AAAI 2022
Learning Aligned Cross-Modal Representation for Generalized Zero-Shot Classification AAAI 2022
Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Model CLIP AAAI 2022
Prompt Distribution Learning CVPR 2022
TVT: Three-Way Vision Transformer through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval AAAI 2022
Inferring Prototypes for Multi-Label Few-Shot Image Classification with Word Vector Guided Attention AAAI 2022
Open Vocabulary Electroencephalography-to-Text Decoding and Zero-Shot Sentiment Classification AAAI 2022
Boosting Generative Zero-Shot Learning by Synthesizing Diverse Features with Attribute Augmentation AAAI 2022
HCLD: A Hierarchical Framework for Zero-shot Cross-lingual Dialogue System COLING 2022
Zero-Shot Audio Source Separation through Query-Based Learning from Weakly-Labeled Data AAAI 2022
Highlighting Object Category Immunity for the Generalization of Human-Object Interaction Detection AAAI 2022
Learning Unseen Emotions from Gestures via Semantically-Conditioned Zero-Shot Perception with Adversarial Autoencoders AAAI 2022
Generate-and-Retrieve: Use Your Predictions to Improve Retrieval for Semantic Parsing COLING 2022
MiQA: A Benchmark for Inference on Metaphorical Questions IJCNLP 2022
Cloze Evaluation for Deeper Understanding of Commonsense Stories in Indonesian ACL 2022
On The Ingredients of an Effective Zero-shot Semantic Parser ACL 2022
End-to-end model for named entity recognition from speech without paired training data INTERSPEECH 2022
Twitter-COMMs: Detecting Climate, COVID, and Military Multimodal Misinformation NAACL 2022