Distributed representation and one-hot representation fusion with gated network for clinical semantic textual similarity

Distributed representation and one-hot representation fusion with gated network for clinical semantic textual similarity

Abstract Background Semantic textual similarity (STS) is a fundamental natural language processing (NLP) task which can be widely used in many NLP applications such as Question Answer (QA), Information Retrieval (IR), etc. It is a typical regression problem, and almost all STS systems either use dis...

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Bibliographic Details
Main Authors: Ying Xiong, Shuai Chen, Haoming Qin, He Cao, Yedan Shen, Xiaolong Wang, Qingcai Chen, Jun Yan, Buzhou Tang
Format: Article
Language:English
Published: BMC 2020-04-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Clinical semantic textual similarity
Gated network
Distributed representation
One-hot representation
Online Access:http://link.springer.com/article/10.1186/s12911-020-1045-z

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http://link.springer.com/article/10.1186/s12911-020-1045-z

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