diff --git a/README.md b/README.md
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--- a/README.md
+++ b/README.md
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 # DaKanjiRecognizer-ML
-The machine learning parts of the DaKanjiRecognizer applications(s).
+The machine learning parts of the DaKanjiRecognizer applications.
 
 
 ## Setup development environment
@@ -23,4 +23,4 @@ The data on which the neural network was trained on was kindly provided by [ETL
 Papers:<br/>
 * [Recognizing Handwritten Japanese Characters Using Deep Convolutional Neural Networks](http://cs231n.stanford.edu/reports/2016/pdfs/262_Report.pdf) <br/>
 * [A neural framework for online recognition of handwritten Kanji characters](https://www.researchgate.net/publication/327893142_A_neural_framework_for_online_recognition_of_handwritten_Kanji_characters) <br/>
-* [Online Handwritten Kanji Recognition Based on Inter-stroke Grammar](https://www.researchgate.net/publication/4288187_Online_Handwritten_Kanji_Recognition_Based_on_Inter-stroke_Grammar) <br/><br/>
\ No newline at end of file
+* [Online Handwritten Kanji Recognition Based on Inter-stroke Grammar](https://www.researchgate.net/publication/4288187_Online_Handwritten_Kanji_Recognition_Based_on_Inter-stroke_Grammar) <br/><br/>