KU-CST at the SIGMORPHON 2020 Task 2 on Unsupervised Morphological Paradigm Completion
Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Documents
- 2020.sigmorphon-1.11
Final published version, 267 KB, PDF document
We present a model for the unsupervised discovery of morphological paradigms. The goal of this model is to induce morphological paradigms from the bible (raw text) and a list of lemmas. We have created a model that splits each lemma in a stem and a suffix, and then we try to create a plausible suffix list by considering lemma pairs. Our model was not able to outperform the official baseline, and there is still room for improvement, but we believe that the ideas presented here are worth considering.
Original language | English |
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Title of host publication | Proceedings of the 17th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology |
Number of pages | 6 |
Publisher | Association for Computational Linguistics |
Publication date | Jul 2020 |
Pages | 111-116 |
DOIs | |
Publication status | Published - Jul 2020 |
ID: 246783503