Datasets:
Github LInk or XGBoost Model
#22
by
richard-ac
- opened
To determine the extraction path, we first manually annotated 1,350 PDFs and trained an XGBoost model. The model relies on 7 document-level features alongside 120 page-level features sampled from 8 random pages. We applied this classifier to PDFs that were not truncated and routed them accordingly, while truncated PDFs were always processed with the expensive image-based method. During the detection, we also identified potentially corrupted PDFs by removing all those with critical or moderate parsing errors.
I would be interested in this model. Github code link is dead. Is this model public? Can it be?
thanks!
richard-ac
changed discussion status to
closed