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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks EMNLP 2022
Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination EMNLP 2022
Topic-Regularized Authorship Representation Learning EMNLP 2022
AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry NAACL 2022
Towards a Unified Multi-Dimensional Evaluator for Text Generation EMNLP 2022
Don’t Prompt, Search! Mining-based Zero-Shot Learning with Language Models EMNLP 2022
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation EMNLP 2022
Towards Effective Multi-Modal Interchanges in Zero-Resource Sounding Object Localization NIPS 2022
Making Pretrained Language Models Good Long-tailed Learners EMNLP 2022
Templates for 3D Object Pose Estimation Revisited: Generalization to New Objects and Robustness to Occlusions CVPR 2022
Disentangling Visual Embeddings for Attributes and Objects CVPR 2022
Unseen Classes at a Later Time? No Problem CVPR 2022
Learning Transferable Human-Object Interaction Detector With Natural Language Supervision CVPR 2022
Catching Both Gray and Black Swans: Open-Set Supervised Anomaly Detection CVPR 2022
Simple but Effective: CLIP Embeddings for Embodied AI CVPR 2022
Open-Vocabulary One-Stage Detection With Hierarchical Visual-Language Knowledge Distillation CVPR 2022
Improving Zero-Shot Multilingual Text Generation via Iterative Distillation COLING 2022
How to Adapt Pre-trained Vision-and-Language Models to a Text-only Input? COLING 2022
Systematic Analysis of Image Schemas in Natural Language through Explainable Multilingual Neural Language Processing COLING 2022
ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time NIPS 2022
IDIAP Submission@LT-EDI-ACL2022: Homophobia/Transphobia Detection in social media comments ACL 2022
Improving Passage Retrieval with Zero-Shot Question Generation EMNLP 2022
Beyond prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations EMNLP 2022
Leveraging QA Datasets to Improve Generative Data Augmentation EMNLP 2022
Are Visual-Linguistic Models Commonsense Knowledge Bases? COLING 2022