Few Shot Tasks

task ID: fewshottasks

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Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation

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AbstractExisting continual relation learning (CRL) methods rely on plenty of labeled training data for learning a new task, which can be hard to acquire in real scenario as getting large …...

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KiPT: Knowledge-injected Prompt Tuning for Event Detection

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AbstractEvent detection aims to detect events from the text by identifying and classifying event triggers (the most representative words). Most of the existing works rely heavily on complex downstream networks …...

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