Evaluation and Measurement

Authors

Tommi Jauhiainen, Helsingin Yliopisto
Marcos Zampieri, George Mason University
Timothy Baldwin, Mohamed Bin Zayed University of Artificial IntelligenceFollow
Krister Lindén, Helsingin Yliopisto

Document Type

Article

Publication Title

Synthesis Lectures on Human Language Technologies

Abstract

In this section, we introduce some of the evaluation metrics and the evaluation setups for language identification. Unsurprisingly, these metrics and setups have strong overlap with other text classification tasks. However, the particulars of evaluation are both strongly informed by the specific nature of LI and have impacted on how the field has evolved.

First Page

65

Last Page

97

DOI

10.1007/978-3-031-45822-4_3

Publication Date

1-2-2024

Keywords

Text processing

Comments

IR conditions: non-described

Recommended Citation

T. Jauhiainen et al., "Evaluation and Measurement," Synthesis Lectures on Human Language Technologies, vol. Part F2039, pp. 65 - 97, Jan 2024.

The definitive version is available at https://doi.org/10.1007/978-3-031-45822-4_3

Additional Links

DOI link: https://doi.org/10.1007/978-3-031-45822-4_3