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Argument Mining: A Survey

delete2020-01-01
delete167
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OA
AI
J
John Lawrence *
C
Chris Reed
DOI:10.1162/COLI_a_00364delete
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摘要

摘要

En 中文
Argument mining is the automatic identification and extraction of the structure of inference and reasoning expressed as arguments presented in natural language. Understanding argumentative structure makes it possible to determine not only what positions people are adopting, but also why they hold the opinions they do, providing valuable insights in domains as diverse as financial market prediction and public relations. This survey explores the techniques that establish the foundations for argument mining, provides a review of recent advances in argument mining techniques, and discusses the challenges faced in automatically extracting a deeper understanding of reasoning expressed in language in general.
Keyword:
DIALOGUE
CARNEADES
AGREEMENT
TEXTS
MODEL
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期刊

Computational Linguistics 封面图
Computational Linguistics
IF:
5.3
论文数:
837
被引数:
2.7K

机构

U
University of Dundee
学者数:
1.3W
论文数: 1.1W
被引数: 1.6W
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