Deep Reference Mining From Scholarly Literature in the Arts and Humanities

Deep Reference Mining From Scholarly Literature in the Arts and Humanities

We consider the task of reference mining: the detection, extraction and classification of references within the full text of scholarly publications. Reference mining brings forward specific challenges, such as the need to capture the morphology of highly abbreviated words and the dependence among th...

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Bibliographic Details
Main Authors: Danny Rodrigues Alves, Giovanni Colavizza, Frédéric Kaplan
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-07-01
Series:Frontiers in Research Metrics and Analytics
Subjects:
reference mining
natural language processing
conditional random fields
deep learning
recurrent neural networks
bibliometrics
Online Access:https://www.frontiersin.org/article/10.3389/frma.2018.00021/full

Internet

https://www.frontiersin.org/article/10.3389/frma.2018.00021/full

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