Evaluation of the Accuracy of the BGLemmatizer

TL;DR

This paper evaluates the accuracy of a Java-based Bulgarian lemmatizer plugin, demonstrating its effectiveness with a 95% accuracy rate using statistical analysis methods.

Contribution

It introduces a new Bulgarian lemmatizer implemented as a GATE plugin and assesses its accuracy using statistical techniques.

Findings

Lemmatization accuracy of 95% achieved

Software is implemented entirely in Java

Analysis used statistical methods

Abstract

This paper reveals the results of an analysis of the accuracy of developed software for automatic lemmatization for the Bulgarian language. This lemmatization software is written entirely in Java and is distributed as a GATE plugin. Certain statistical methods are used to define the accuracy of this software. The results of the analysis show 95% lemmatization accuracy.