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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

A Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood Bank NAACL 2022
Semantically Informed Slang Interpretation NAACL 2022
Is “My Favorite New Movie” My Favorite Movie? Probing the Understanding of Recursive Noun Phrases NAACL 2022
Extreme Zero-Shot Learning for Extreme Text Classification NAACL 2022
Strong Heuristics for Named Entity Linking NAACL 2022
Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification NIPS 2022
Multilingual Sentence Transformer as A Multilingual Word Aligner EMNLP 2022
Structural Contrastive Representation Learning for Zero-shot Multi-label Text Classification EMNLP 2022
Zero-Shot Aspect-Based Scientific Document Summarization using Self-Supervised Pre-training ACL 2022
Zero-Shot Text Classification with Self-Training EMNLP 2022
AdaPrompt: Adaptive Model Training for Prompt-based NLP EMNLP 2022
TransZero: Attribute-Guided Transformer for Zero-Shot Learning AAAI 2022
Zero-Shot Reward Specification via Grounded Natural Language ICML 2022
Towards Few-shot Entity Recognition in Document Images: A Label-aware Sequence-to-Sequence Framework ACL 2022
Revisiting the Effects of Leakage on Dependency Parsing ACL 2022
Unsupervised multiple-choice question generation for out-of-domain Q&A fine-tuning ACL 2022
Uncovering Values: Detecting Latent Moral Content from Natural Language with Explainable and Non-Trained Methods ACL 2022
Foundation Models of Scientific Knowledge for Chemistry: Opportunities, Challenges and Lessons Learned ACL 2022
Few-shot Named Entity Recognition with Self-describing Networks ACL 2022
Are You Really Okay? A Transfer Learning-based Approach for Identification of Underlying Mental Illnesses NAACL 2022
Hitachi at SemEval-2022 Task 2: On the Effectiveness of Span-based Classification Approaches for Multilingual Idiomaticity Detection NAACL 2022
Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical Texts ACL 2022
Substructure Distribution Projection for Zero-Shot Cross-Lingual Dependency Parsing ACL 2022
MSAMSum: Towards Benchmarking Multi-lingual Dialogue Summarization ACL 2022
Towards Open-Domain Topic Classification NAACL 2022