BriefGPT.xyz
Oct, 2020
利用主动学习和弱监督学习实现实体名称的结构化表示学习
Learning Structured Representations of Entity Names using Active Learning and Weak Supervision
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Kun Qian, Poornima Chozhiyath Raman, Yunyao Li, Lucian Popa
TL;DR
本文介绍了一种新的学习框架，该框架结合了主动学习和弱监督的方法，用于学习实体名称的隐式结构化表示，并展示此方法仅通过几个标记示例就能学习出高质量的模型。
Abstract
structured representations
of
entity names
are useful for many entity-related tasks such as entity normalization and variant generation. Learning the implicit
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