Заполнение слотов без обучения

task ID: zeroshotslotfilling

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Robust Zero-Shot Cross-Domain Slot Filling with Example Values

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AbstractTask-oriented dialog systems increasingly rely on deep learning-based slot filling models, usually needing extensive labeled training data for target domains. Often, however, little to no target domain training data may …...

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Contrastive Zero-Shot Learning for Cross-Domain Slot Filling with Adversarial Attack

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AbstractZero-shot slot filling has widely arisen to cope with data scarcity in target domains. However, previous approaches often ignore constraints between slot value representation and related slot description representation in …...

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Robust Retrieval Augmented Generation for Zero-shot Slot Filling

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AbstractAutomatically inducing high quality knowledge graphs from a given collection of documents still remains a challenging problem in AI. One way to make headway for this problem is through advancements …...

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