Publication: The Detection of Actors for German
The Detection of Actors for German
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Klenner, M., & Göhring, A. (2021). The Detection of Actors for German. In K. Ekštein, F. Pártl, & M. Konopík (Eds.), Text, Speech, and Dialogue. TSD 2021. Lecture Notes in Computer Science (vol 12848; Issue vol 12848, pp. 105–110). Springer. https://doi.org/10.1007/978-3-030-83527-9_9
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In this short paper, we discuss a straight-forward approach for the identification of noun phrases denoting actors (agents). We use a multilayer perceptron applied to the word embeddings of the head nouns in order to learn a model. A list of 9,000 actors together with 11,000 non-actors generated from a newspaper corpus are used as a silver standard. An evaluation of the results seems to indicate that the model generalises well on unseen data.
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- Klenner, Manfred
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Klenner, M., & Göhring, A. (2021). The Detection of Actors for German. In K. Ekštein, F. Pártl, & M. Konopík (Eds.), Text, Speech, and Dialogue. TSD 2021. Lecture Notes in Computer Science (vol 12848; Issue vol 12848, pp. 105–110). Springer. https://doi.org/10.1007/978-3-030-83527-9_9