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Hits 1 – 2 of 2
1
MiNgMatch—A Fast N-gram Model for Word Segmentation of the Ainu Language
Karol Nowakowski
;
Michal Ptaszynski
;
and Fumito Masui
In: Information ; Volume 10 ; Issue 10 (2019)
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2
Improving Basic Natural Language Processing Tools for the Ainu Language
Karol Nowakowski
;
Michal Ptaszynski
;
Fumito Masui
;
Yoshio Momouchi
In: Information ; Volume 10 ; Issue 11 (2019)
Abstract:
Ainu is a critically endangered language spoken by the native inhabitants of northern Japan. This paper describes our research aimed at the development of technology for automatic processing of text in Ainu. In particular, we improved the existing tools for normalizing old transcriptions, word segmentation, and part-of-speech tagging. In the experiments we applied two Ainu language dictionaries from different domains (literary and colloquial) and created a new data set by combining them. The experiments revealed that expanding the lexicon had a positive impact on the overall performance of our tools, especially with test data unrelated to any of the training sets used.
Keyword:
Ainu language
;
endangered languages
;
normalization
;
part-of-speech tagging
;
word segmentation
URL:
https://doi.org/10.3390/info10110329
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