PRMSU Essay Grader - models
Thesis project, President Ramon Magsaysay State University. These are the three models the PRMSU Essay Grader loads.
| Folder | Base model | Task |
|---|---|---|
en-only |
microsoft/deberta-v3-base | Six-trait English essay scoring (ELLIPSE scale 1-5) |
detector-mitigated |
microsoft/deberta-v3-base | AI-written text detection, English, with a non-native-writer mitigation |
detector-tl |
microsoft/mdeberta-v3-base | AI-written text detection, Filipino. Experimental: not validated on student essays |
Each folder's training_meta.json records how it was trained. Detection output is a signal
for a teacher to look closer, never proof.
Licence
The scoring model is trained on the ELLIPSE corpus (CC BY-NC-SA 4.0), so it is for non-commercial use only. Datasets, their licences and citations are listed in ATTRIBUTION.md.
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