Chinese Comma Disambiguation in Math Word Problems Using SMOTE and Random Forests

Chinese Comma Disambiguation in Math Word Problems Using SMOTE and Random Forests

Natural language understanding technologies play an essential role in automatically solving math word problems. In the process of machine understanding Chinese math word problems, comma disambiguation, which is associated with a class imbalance binary learning problem, is addressed as a valuable ins...

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Bibliographic Details
Main Authors: Jingxiu Huang, Qingtang Liu, Yunxiang Zheng, Linjing Wu
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:AI
Subjects:
comma disambiguation
feature engineering
hyperparameter tuning
imbalanced learning
natural language understanding
random forests
Online Access:https://www.mdpi.com/2673-2688/2/4/44

Internet

https://www.mdpi.com/2673-2688/2/4/44

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