ATLOP RoBERTa-base for Re-DocRED
Document-level relation ranker used by edgextract. Encoder: roberta-base. Checkpoint file: best.pt (PyTorch, edgextract load_checkpoint).
The browser ONNX export of the same ranker is raphaelmansuy/atlop-roberta-base-onnx.
Scores
Gold entities, Re-DocRED dev, encoder only (margin shift −0.5):
| Ign F1 | F1 |
|---|---|
| 76.81 | 77.79 |
With the nimble decision model on the uncertain band, test Ign F1 is 78.01 (F1 79.08). That test number is already reported; this upload does not include a new test run.
decision.json is the dev-fitted band for model id nimble (do not copy that cutoff onto another judge).
Not in this repo
Margin dumps and decision-model answer caches stay local. The reverted focal-loss run is not published.