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Zero-Shot Learning

867 papers

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Papers

Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision EMNLP 2022
Prompt-learning for Fine-grained Entity Typing EMNLP 2022
Improving Zero-Shot Event Extraction via Sentence Simplification EMNLP 2022
NoisyAnnot@ Causal News Corpus 2022: Causality Detection using Multiple Annotation Decisions EMNLP 2022
Zero-Shot Ranking Socio-Political Texts with Transformer Language Models to Reduce Close Reading Time EMNLP 2022
A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification EMNLP 2022
OpenStance: Real-world Zero-shot Stance Detection EMNLP 2022
Partially Humanizing Weak Supervision: Towards a Better Low Resource Pipeline for Spoken Language Understanding EMNLP 2022
Exploring Euphemism Detection in Few-Shot and Zero-Shot Settings EMNLP 2022
Zero-Shot Cross-Lingual Sequence Tagging as Seq2Seq Generation for Joint Intent Classification and Slot Filling EMNLP 2022
UoM&MMU at TSAR-2022 Shared Task: Prompt Learning for Lexical Simplification EMNLP 2022
AnyMorph: Learning Transferable Polices By Inferring Agent Morphology ICML 2022
Relational Abstractions for Generalized Reinforcement Learning on Symbolic Problems IJCAI 2022
Exploring Universal Sentence Encoders for Zero-shot Text Classification IJCNLP 2022
Simple and Effective Zero-shot Cross-lingual Phoneme Recognition INTERSPEECH 2022
Towards Improved Zero-shot Voice Conversion with Conditional DSVAE INTERSPEECH 2022
Speech2Slot: A Limited Generation Framework with Boundary Detection for Slot Filling from Speech INTERSPEECH 2022
Zero-Shot Voice Conditioning for Denoising Diffusion TTS Models INTERSPEECH 2022
Weak supervision for Question Type Detection with large language models INTERSPEECH 2022
An Evaluation of Three-Stage Voice Conversion Framework for Noisy and Reverberant Conditions INTERSPEECH 2022
Can Foundation Models Perform Zero-Shot Task Specification For Robot Manipulation? L4DC 2022
Do Prompt-Based Models Really Understand the Meaning of Their Prompts? NAACL 2022
Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning NAACL 2022
Instilling Type Knowledge in Language Models via Multi-Task QA NAACL 2022
Zero-shot Entity Linking with Less Data NAACL 2022