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Zero-Shot Learning

658 directly classified papers

Papers per year

Papers

Open-Vocabulary One-Stage Detection With Hierarchical Visual-Language Knowledge Distillation CVPR 2022
Distinguishing Unseen From Seen for Generalized Zero-Shot Learning CVPR 2022
Uni-Perceiver: Pre-Training Unified Architecture for Generic Perception for Zero-Shot and Few-Shot Tasks CVPR 2022
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization EMNLP 2022
Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models EMNLP 2022
Nearest Neighbor Zero-Shot Inference EMNLP 2022
Making Pretrained Language Models Good Long-tailed Learners EMNLP 2022
On the Calibration of Massively Multilingual Language Models EMNLP 2022
Continued Pretraining for Better Zero- and Few-Shot Promptability EMNLP 2022
Discrete Cross-Modal Alignment Enables Zero-Shot Speech Translation EMNLP 2022
Boosting Natural Language Generation from Instructions with Meta-Learning EMNLP 2022
Generative Data Augmentation with Contrastive Learning for Zero-Shot Stance Detection EMNLP 2022
Zero-Shot Learners for Natural Language Understanding via a Unified Multiple Choice Perspective EMNLP 2022
Don’t Prompt, Search! Mining-based Zero-Shot Learning with Language Models EMNLP 2022
Communication breakdown: On the low mutual intelligibility between human and neural captioning EMNLP 2022
Exploiting In-Domain Bilingual Corpora for Zero-Shot Transfer Learning in NLU of Intra-Sentential Code-Switching Chatbot Interactions EMNLP 2022
CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation EMNLP 2022
From Spelling to Grammar: A New Framework for Chinese Grammatical Error Correction EMNLP 2022
Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training EMNLP 2022
ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models EMNLP 2022
Intermediate Entity-based Sparse Interpretable Representation Learning EMNLP 2022
Cross-modal Transfer Between Vision and Language for Protest Detection EMNLP 2022
Zero-Shot Ranking Socio-Political Texts with Transformer Language Models to Reduce Close Reading Time EMNLP 2022
OpenStance: Real-world Zero-shot Stance Detection EMNLP 2022
Exploring Euphemism Detection in Few-Shot and Zero-Shot Settings EMNLP 2022