Methods for Detection of Word Usage over Time

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Authors

KOVÁŘ Vojtěch HERMAN Ondřej

Year of publication 2013
Type Article in Proceedings
Conference Seventh Workshop on Recent Advances in Slavonic Natural Language Processing, RASLAN 2013
MU Faculty or unit

Faculty of Informatics

Citation
Web https://nlp.fi.muni.cz/raslan/2013/paper11.pdf
Field Informatics
Keywords word usage; time series; regression methods; Theil-Sen estimator; Mann-Kendall test;
Description From a natural language corpus, word usage data over time can be extracted. To detect and quantify change in this data, automatic procedures can be employed. In this work, I describe the application of ordinary and robust regression methods to time series extracted from natural language corpora.
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