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Zero-Shot Learning

3,143 papers

Papers per year

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Papers

CODE: Contrastive Pre-training with Adversarial Fine-Tuning for Zero-Shot Expert Linking AAAI 2022
Towards Effective Multi-Modal Interchanges in Zero-Resource Sounding Object Localization NIPS 2022
Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Model CLIP AAAI 2022
CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation EMNLP 2022
ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension ACL 2022
Making Pretrained Language Models Good Long-tailed Learners EMNLP 2022
Virtual Knowledge Graph Construction for Zero-Shot Domain-Specific Document Retrieval COLING 2022
An Information-theoretic Approach to Prompt Engineering Without Ground Truth Labels ACL 2022
Grounded Language-Image Pre-Training CVPR 2022
CamPros at CASE 2022 Task 1: Transformer-based Multilingual Protest News Detection EMNLP 2022
UCCNLP@SMM4H’22:Label distribution aware long-tailed learning with post-hoc posterior calibration applied to text classification COLING 2022
Zero-Shot Cross-Lingual Sequence Tagging as Seq2Seq Generation for Joint Intent Classification and Slot Filling EMNLP 2022
Exploiting Sentiment and Common Sense for Zero-shot Stance Detection COLING 2022
OCHADAI at SemEval-2022 Task 2: Adversarial Training for Multilingual Idiomaticity Detection SEMEVAL 2022
Zero-Shot Foreign Accent Conversion without a Native Reference INTERSPEECH 2022
Self-supervised Semantic-driven Phoneme Discovery for Zero-resource Speech Recognition ACL 2022
Show, Don’t Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue NAACL 2022
MulZDG: Multilingual Code-Switching Framework for Zero-shot Dialogue Generation COLING 2022
Are Visual-Linguistic Models Commonsense Knowledge Bases? COLING 2022
Generative Entity Typing with Curriculum Learning EMNLP 2022
Do Prompt-Based Models Really Understand the Meaning of Their Prompts? NAACL 2022
Unsupervised multiple-choice question generation for out-of-domain Q&A fine-tuning ACL 2022
Zero-shot Script Parsing COLING 2022
Towards a Unified Multi-Dimensional Evaluator for Text Generation EMNLP 2022
ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time NIPS 2022