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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Few-Shot Object Detection via Association and DIscrimination NIPS 2021
Contextualized Embeddings Encode Monolingual and Cross-lingual Knowledge of Idiomaticity ACL 2021
STEP: Out-of-Distribution Detection in the Presence of Limited In-Distribution Labeled Data NIPS 2021
What transfers in morphological inflection? Experiments with analogical models ACL 2021
Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning NIPS 2021
Zero-Shot Clinical Questionnaire Filling From Human-Machine Interactions EMNLP 2021
Surface Form Competition: Why the Highest Probability Answer Isn’t Always Right EMNLP 2021
On the Relation between Syntactic Divergence and Zero-Shot Performance EMNLP 2021
Solving Aspect Category Sentiment Analysis as a Text Generation Task EMNLP 2021
Learning Universal Authorship Representations EMNLP 2021
COVR: A Test-Bed for Visually Grounded Compositional Generalization with Real Images EMNLP 2021
An Empirical Study on Multiple Information Sources for Zero-Shot Fine-Grained Entity Typing EMNLP 2021
Saliency-based Multi-View Mixed Language Training for Zero-shot Cross-lingual Classification EMNLP 2021
Open Aspect Target Sentiment Classification with Natural Language Prompts EMNLP 2021
Towards Zero-Shot Knowledge Distillation for Natural Language Processing EMNLP 2021
Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data EMNLP 2021
Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling EMNLP 2021
Preventing Author Profiling through Zero-Shot Multilingual Back-Translation EMNLP 2021
kFolden: k-Fold Ensemble for Out-Of-Distribution Detection EMNLP 2021
Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training EMNLP 2021
Two-Level Adversarial Visual-Semantic Coupling for Generalized Zero-Shot Learning WACV 2021
From Generalized Zero-Shot Learning to Long-Tail With Class Descriptors WACV 2021
Towards Zero-Shot Learning With Fewer Seen Class Examples WACV 2021
Self-Distillation for Few-Shot Image Captioning WACV 2021
TranstextNet: Transducing Text for Recognizing Unseen Visual Relationships WACV 2021