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Part-of-Speech Tagging on UD (Universal Dependencies) Indonesian (test)
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93.7
Accuracy
Stanza
79.348
83.074
86.8
90.526
Jun 23, 2019
Jul 31, 2020
Sep 8, 2021
Oct 17, 2022
Nov 25, 2023
Jan 2, 2025
Feb 10, 2026
Accuracy
ULA
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
ULA
Stanza
supervised=true
2026.02
93.7
-
VSL-GG-Hier
Word Embeddings=Wikipedia
2019.06
92.8
0.1
VSL-GG-Flat
Word Embeddings=Wikipedia
2019.06
92.4
0.1
VSL-G
Word Embeddings=Wikipedia
2019.06
92.3
0
BiGRU baseline
Word Embeddings=Wikipedia
2019.06
92.2
-
NCRF-AE
Word Embeddings=UD tra...
2019.06
89.1
0.3
NCRF
Word Embeddings=UD tra...
2019.06
88.4
-
multi-source projection technique
multi-source=true
2026.02
87.3
-
fully unsupervised cross-lingual POS tagging framework
source_language=English
2026.02
87.1
-
Eskander et al.
source_language=English
2026.02
84.1
-
Eskander et al.
source_language=Spanish
2026.02
83.5
-
fully unsupervised cross-lingual POS tagging framework
source_language=Spanish
2026.02
83.4
-
Eskander et al.
multi-source=true
2026.02
83
-
fully unsupervised cross-lingual POS tagging framework
source_language=French
2026.02
82.9
-
Eskander et al.
source_language=French
2026.02
82.9
-
Eskander et al.
source_language=German
2026.02
81.2
-
fully unsupervised cross-lingual POS tagging framework
source_language=German
2026.02
79.9
-
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