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3 months ago
JB132 submission to the SIGMORPHON 2022 Shared Task 3 on Morphological Segmentation
{Jan Bodnár}
Abstract
This paper describes the JB132 submission to the SIGMORPHON 2022 Shared Task 3 on Morpheme Segmentation. In this paper we describe probabilistic model trained with the Expectation-Maximization algorithm, we provide the results and analyze sources of errors and general limitations of our approach. The model was implemented within our own modular probabilistic framework.
Benchmarks
| Benchmark | Methodology | Metrics |
|---|---|---|
| morpheme-segmentaiton-on-unimorph-4-0 | HMM (JB132; trained w EM) | macro avg (subtask 1): 58.39 |
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