Multiword expressions processing in Galician using Deep Learning

被引：1

作者：

Darriba, Victor ^{[1
]}

Doval, Yerai ^{[1
]}

Kuriyozov, Elmurod ^{[2
]}

机构：

[1] Univ Vigo, Dept Informat, Vigo, Spain

[2] Univ A Coruna, CITIC, La Coruna, Spain

来源：

PROCESAMIENTO DEL LENGUAJE NATURAL | 2021年 / 67期

关键词：

Multiword expressions; machine learning; transformers; Galician;

D O I：

10.26342/2021-67-4

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Treatment of Multiword Expressions is still a pending task in Natural Language Processing. In this work, we want to experimentally determine the usefulness of Machine Learning models for Multiword Expression processing in Galician. With that aim, we use CORGA, a 40 million word corpus, with which we train Deep Learning-based transformers, comparing their performances with those of more traditional conditional random fields.

引用

页码：45 / 57

页数：13

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