BriefGPT.xyz
Jun, 2019
全球文本关系嵌入用于关系理解
Global Textual Relation Embedding for Relational Understanding
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Zhiyu Chen, Hanwen Zha, Honglei Liu, Wenhu Chen, Xifeng Yan...
TL;DR
本研究探讨了如何学习文本关系的通用嵌入,通过创建最大的远距离监督数据集并使用全局共现统计来训练嵌入,证明了学习文本关系嵌入的效用,可以促进需要文本关系理解的下游任务。
Abstract
pre-trained embeddings
such as word embeddings and sentence embeddings are fundamental tools facilitating a wide range of downstream
nlp tasks
. In this work, we investigate how to learn a general-purpose embeddin
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