Publication: Word and sentence segmentation in german: Overcoming idiosyncrasies in the use of punctuation in private communication
Word and sentence segmentation in german: Overcoming idiosyncrasies in the use of punctuation in private communication
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Sugisaki, K. (2017, September). Word and sentence segmentation in german: Overcoming idiosyncrasies in the use of punctuation in private communication. 27th International Conference, GSCL 2017, Berlin. https://doi.org/10.1007/978-3-319-73706-5_6
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In this paper, we present a segmentation system for German texts. We apply conditional random fields (CRF), a statistical sequential model, to a type of text used in private communication. We show that by segmenting individual punctuation, and by taking into account freestanding lines and that using unsupervised word representation (i.e., Brown clustering, Word2Vec and Fasttext) achieved a label accuracy of 96% in a corpus of postcards used in private communication.
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- Sugisaki, Kyoko
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Sugisaki, K. (2017, September). Word and sentence segmentation in german: Overcoming idiosyncrasies in the use of punctuation in private communication. 27th International Conference, GSCL 2017, Berlin. https://doi.org/10.1007/978-3-319-73706-5_6
