A Study in Estonian Pronominal Coreference Resolution

• Eduard BARBU ^[1] ; Kadri Muischnek ^[2] ; Linda Freienthal ^[1]
  1. [1] University of Tartu

     University of Tartu

     Tartu linn, Estonia

     
  2. [2] Institute of Estonian and General Linguistics-Institute of Computer Science, University of Tartu, Estonia.
• Localización: Human Language Technologies – The Baltic Perspective: Proceedings of the Ninth International Conference Baltic HLT 2020 / coord. por Andrius Utka, Jurgita Vaičenonienė, Jolanta Kovalevskaitė, Danguolė Kalinauskaitė, 2024, ISBN 978-1-64368-116-0, págs. 3-10
• Idioma: inglés
• Enlaces
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• Resumen

  • The first study for Estonian pronominal coreference resolution using machine learning is presented. Appropriate machine learning algorithms and techniques for balancing the data are tested on a human-annotated corpus. The results are encouraging, showing an F-score comparable with the results obtained for English before the advent of deep neural networks.