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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Learn to Adapt for Generalized Zero-Shot Text Classification ACL 2022
Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER ACL 2022
Large Language Models are Zero-Shot Reasoners NIPS 2022
“Does it come in black?” CLIP-like models are zero-shot recommenders ACL 2022
Generating Training Data with Language Models: Towards Zero-Shot Language Understanding NIPS 2022
Audio-Visual Generalised Zero-Shot Learning With Cross-Modal Attention and Language CVPR 2022
Coherence boosting: When your pretrained language model is not paying enough attention ACL 2022
VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning CVPR 2022
Zero-shot Cross-lingual Conversational Semantic Role Labeling NAACL 2022
Visual Prompting via Image Inpainting NIPS 2022
Open-Set Text Recognition via Character-Context Decoupling CVPR 2022
Hitachi at SemEval-2022 Task 2: On the Effectiveness of Span-based Classification Approaches for Multilingual Idiomaticity Detection SEMEVAL 2022
JARVix at SemEval-2022 Task 2: It Takes One to Know One? Idiomaticity Detection using Zero and One-Shot Learning SEMEVAL 2022
BEIKE NLP at SemEval-2022 Task 4: Prompt-Based Paragraph Classification for Patronizing and Condescending Language Detection SEMEVAL 2022
JARVix at SemEval-2022 Task 2: It Takes One to Know One? Idiomaticity Detection using Zero and One-Shot Learning NAACL 2022
An Information-theoretic Approach to Prompt Engineering Without Ground Truth Labels ACL 2022
A Statutory Article Retrieval Dataset in French ACL 2022
A Neural Pairwise Ranking Model for Readability Assessment ACL 2022
GLIPv2: Unifying Localization and Vision-Language Understanding NIPS 2022
Efficient Zero-shot Event Extraction with Context-Definition Alignment EMNLP 2022
Transfer Learning from Semantic Role Labeling to Event Argument Extraction with Template-based Slot Querying EMNLP 2022
Cross-Modal Representation Learning for Zero-Shot Action Recognition CVPR 2022
GroupViT: Semantic Segmentation Emerges From Text Supervision CVPR 2022
Learning Parameterized Task Structure for Generalization to Unseen Entities AAAI 2022
Semantic Abstraction: Open-World 3D Scene Understanding from 2D Vision-Language Models CORL 2022