Publication: German Compound Splitting Using the Compound Productivity of Morphemes
German Compound Splitting Using the Compound Productivity of Morphemes
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Sugisaki, K., & Tuggener, D. (2018, September). German Compound Splitting Using the Compound Productivity of Morphemes. The Conference on Natural Language Processing / Die Konferenz zur Verarbeitung natürlicher Sprache (KONVENS 2018), Wien.
Abstract
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Abstract
In this work, we present a novel compound splitting method for German by capturing the compound productivity of morphemes. We use a giga web corpus to create a lexicon and decompose noun compounds by computing the probabilities of compound elements as bound and free morphemes. Furthermore, we provide a uniformed evaluation of several unsupervised approaches and morphological analysers for the task. Our method achieved a high F1 score of 0.92, which was a comparable result to state-of-the-art methods.
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- Sugisaki, Kyoko
- Tuggener, Don
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Citations
Sugisaki, K., & Tuggener, D. (2018, September). German Compound Splitting Using the Compound Productivity of Morphemes. The Conference on Natural Language Processing / Die Konferenz zur Verarbeitung natürlicher Sprache (KONVENS 2018), Wien.
