BriefGPT.xyz
Jun, 2016
使用无行通用架构泛化到未见过的实体和实体对
Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema
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Patrick Verga, Arvind Neelakantan, Andrew McCallum
TL;DR
本文提出了一种 Universal Schema 方法,利用各种数据库和文本模式信息对实体和关系进行建模,并使用一种聚合函数来对从未见过的实体或联合实体进行预测,其准确率可以媲美传统模型并且可以预测未见过的实体。
Abstract
universal schema
predicts the types of entities and relations in a
knowledge base
(KB) by jointly embedding the union of all available schema types---not only types from multiple structured databases (such as Fre
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