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Zero-Shot Learning

3,143 papers

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Papers

Generative Entity Typing with Curriculum Learning EMNLP 2022
Nearest Neighbor Zero-Shot Inference EMNLP 2022
Making Pretrained Language Models Good Long-tailed Learners EMNLP 2022
Improving Passage Retrieval with Zero-Shot Question Generation EMNLP 2022
Momentum Contrastive Pre-training for Question Answering EMNLP 2022
Structural generalization is hard for sequence-to-sequence models EMNLP 2022
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks EMNLP 2022
Wider & Closer: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition EMNLP 2022
Discrete Cross-Modal Alignment Enables Zero-Shot Speech Translation 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
An Adaptive Logical Rule Embedding Model for Inductive Reasoning over Temporal Knowledge Graphs EMNLP 2022
Don’t Prompt, Search! Mining-based Zero-Shot Learning with Language Models EMNLP 2022
Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer? EMNLP 2022
Beyond prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations EMNLP 2022
Generalizing over Long Tail Concepts for Medical Term Normalization EMNLP 2022
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation EMNLP 2022
Leveraging QA Datasets to Improve Generative Data Augmentation EMNLP 2022
Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation EMNLP 2022
Reflect, Not Reflex: Inference-Based Common Ground Improves Dialogue Response Quality EMNLP 2022
Towards Compositional Generalization in Code Search EMNLP 2022
Identifying Physical Object Use in Sentences EMNLP 2022
A Systematic Investigation of Commonsense Knowledge in Large Language Models EMNLP 2022
Exploiting In-Domain Bilingual Corpora for Zero-Shot Transfer Learning in NLU of Intra-Sentential Code-Switching Chatbot Interactions EMNLP 2022
Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters EMNLP 2022