| # Sumerian models for [BabyLemmatizer](https://github.com/asahala/BabyLemmatizer) | |
| These models use indexed logo-syllabic tokenization and require BabyLemmatizer 2.1. Consists of two models, sumerian-lit for literary Sumerian and sumerian-adm for Administrative Sumerian. | |
| ```sumerian-adm``` consists of all Sumerian Early Dynastic, Old Babylonian, Old Akkadian, Ebla and Lagaš II administrative texts in Oracc's ePSD2 corpus, consisting 570k words. | |
| ```sumerian-lit``` consists of all Sumerian literary texts from Oracc comprising 268k words. | |
| ## Evaluation results for administrative model | |
| ``` | |
| Neural Net Evaluation | |
| COMPONENT AVG CI MODEL0 | |
| POS-tagger 96.48 ±0.00 96.48 | |
| Lemmatizer 95.39 ±0.00 95.39 | |
| Combined 94.42 ±0.00 94.42 | |
| POS-tagger OOV 82.03 ±0.00 82.03 | |
| Lemmatizer OOV 71.87 ±0.00 71.87 | |
| Combined OOV 68.00 ±0.00 68.00 | |
| ----------------------------------------------- | |
| OOV input rate 5.44 5.44 | |
| Post-correct Evaluation | |
| COMPONENT AVG CI MODEL0 | |
| POS-tagger 96.48 ±0.00 96.48 | |
| Lemmatizer 95.42 ±0.00 95.42 | |
| Combined 94.44 ±0.00 94.44 | |
| POS-tagger OOV 82.03 ±0.00 82.03 | |
| Lemmatizer OOV 71.87 ±0.00 71.87 | |
| Combined OOV 68.00 ±0.00 68.00 | |
| ----------------------------------------------- | |
| OOV input rate 5.44 5.44 | |
| ``` | |
| ## Evaluation results for literary model | |
| ``` | |
| Neural Net Evaluation | |
| COMPONENT AVG CI MODEL0 | |
| POS-tagger 94.00 ±0.00 94.00 | |
| Lemmatizer 93.71 ±0.00 93.71 | |
| Combined 91.37 ±0.00 91.37 | |
| POS-tagger OOV 82.61 ±0.00 82.61 | |
| Lemmatizer OOV 80.87 ±0.00 80.87 | |
| Combined OOV 74.54 ±0.00 74.54 | |
| ----------------------------------------------- | |
| OOV input rate 19.04 19.04 | |
| Post-correct Evaluation | |
| COMPONENT AVG CI MODEL0 | |
| POS-tagger 94.00 ±0.00 94.00 | |
| Lemmatizer 93.70 ±0.00 93.70 | |
| Combined 91.36 ±0.00 91.36 | |
| POS-tagger OOV 82.61 ±0.00 82.61 | |
| Lemmatizer OOV 80.87 ±0.00 80.87 | |
| Combined OOV 74.54 ±0.00 74.54 | |
| ----------------------------------------------- | |
| OOV input rate 19.04 19.04 | |
| ``` |