Downloads · 30 days
0
BabyLemmatizer-Middle-Assyrian
asahala/BabyLemmatizer-Middle-Assyrian
BabyLemmatizer-Middle-Assyrian is a machine learning model from asahala. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Total data set size ca. 300k words (including lacunae). Consists of all Oracc texts labeled as Middle Assyrian. The model is augmented with the Neo-Assyrian data to improve the performance.
Access
Public
Updated Sep 7, 2023
Repo size
226 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.gz226 MB · 100%
At a glance
- Access
- Public
- Created
- Sep 7, 2023
- Updated
- Sep 7, 2023
- SHA
- d86c4e1a
Model card
From the Hugging Face model README
Middle Assyrian model for BabyLemmatizer
Total data set size ca. 300k words (including lacunae). Consists of all Oracc texts labeled as Middle Assyrian. The model is augmented with the Neo-Assyrian data to improve the performance.
Evaluation results
Neural Net Evaluation
COMPONENT AVG CI MODEL0
POS-tagger 96.76 ±0.00 96.76
Lemmatizer 94.43 ±0.00 94.43
Combined 92.77 ±0.00 92.77
POS-tagger OOV 89.26 ±0.00 89.26
Lemmatizer OOV 68.13 ±0.00 68.13
Combined OOV 66.40 ±0.00 66.40
-----------------------------------------------
OOV input rate 10.21 10.21
Post-correct Evaluation
COMPONENT AVG CI MODEL0
POS-tagger 96.76 ±0.00 96.76
Lemmatizer 94.46 ±0.00 94.46
Combined 92.79 ±0.00 92.79
POS-tagger OOV 89.26 ±0.00 89.26
Lemmatizer OOV 68.13 ±0.00 68.13
Combined OOV 66.40 ±0.00 66.40
-----------------------------------------------
OOV input rate 10.21 10.21
- Created
- Sep 7, 2023
- Updated
- Sep 7, 2023