Context Matters: A Pragmatic Study of PLMs' Negation Understanding

被引：0
|
作者：
Gubelmann, Reto [1 ]
Handschuh, Siegfried [1 ]
机构：
[1] Univ St Gallen, Rosenbergstr 30, CH-9012 St Gallen, Switzerland
来源：
PROCEEDINGS OF THE 60TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2022), VOL 1: (LONG PAPERS) | 2022年
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D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In linguistics, there are two main perspectives on negation: a semantic and a pragmatic view. So far, research in NLP on negation has almost exclusively adhered to the semantic view. In this article, we adopt the pragmatic paradigm to conduct a study of negation understanding focusing on transformer-based PLMs. Our results differ from previous, semantics-based studies and therefore help to contribute a more comprehensive - and, given the results, much more optimistic - picture of the PLMs' negation understanding.
引用
收藏
页码：4602 / 4621
页数：20
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