Mukund Sridhar | DeepAI

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Low-Resource Compositional Semantic Parsing with Concept Pretraining

Semantic parsing plays a key role in digital voice assistants such as Al...

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AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model

In this work, we demonstrate that multilingual large-scale sequence-to-s...

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∙ 04/28/2022

Instilling Type Knowledge in Language Models via Multi-Task QA

Understanding human language often necessitates understanding entities a...

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∙ 10/27/2021

Towards Realistic Single-Task Continuous Learning Research for NER

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∙ 01/20/2021

Zero-shot Generalization in Dialog State Tracking through Generative Question Answering

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