Navigation auf zora.uzh.ch
Klenner, Manfred; Göhring, Anne (2021). The Detection of Actors for German. In: Ekštein, K; Pártl, F; Konopík, M. Text, Speech, and Dialogue. TSD 2021. Lecture Notes in Computer Science. Cham: Springer, 105-110.
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.
| Item Type: | Book Section, not_refereed, original work |
|---|---|
| Communities & Collections: | 06 Faculty of Arts > Institute of Computational Linguistics |
| Dewey Decimal Classification: | 000 Computer science, knowledge & systems
410 Linguistics |
| Scopus Subject Areas: | Physical Sciences > Theoretical Computer Science
Physical Sciences > General Computer Science |
| Language: | English |
| Date: | 6 September 2021 |
| Deposited On: | 15 Feb 2022 17:32 |
| Last Modified: | 24 Feb 2025 02:38 |
| Publisher: | Springer |
| Number: | vol 12848 |
| ISBN: | 978-3-030-83526-2 |
| Additional Information: | Text, Speech, and Dialogue. TSD 2021 |
| OA Status: | Closed |
| Publisher DOI: | https://doi.org/10.1007/978-3-030-83527-9_9 |
Klenner, Manfred