Open access
Oct 2026
Silver-Corpus Transfer for Kazakh Morphosyntactic Analysis: A Cross-Validated Benchmark of Compact and Pretrained Models
The limited amount of manually annotated data remains a major constraint for supervised Kazakh morphosyntactic analysis: UD_Kazakh-KTB contains 1078 sentences and 10,536 syntactic words and is too small for a conventional train–development–test split. We therefore benchmark five systems—a compact 2.5 M-parameter hybrid...
L. Baitenova, G. Mukhamejanova, A. Baikhojayev et al.
· Applied Sciences · 0 citations