{
  "name": "RWGBench Citation Frame Classifier",
  "base_model": "microsoft/deberta-v3-large",
  "task": "multi-label citation-function classification",
  "max_length": 512,
  "labels": [
    "motivation",
    "background",
    "uses",
    "extends",
    "similarities",
    "differences",
    "future_work"
  ],
  "decoding": {
    "threshold_file": "thresholds.json",
    "min_one_label": true,
    "max_labels": null
  },
  "rwgb_metric_use": {
    "metric": "citation_frame_alignment",
    "description": "Predict MultiCite-derived citation-function labels for citation contexts, count frame occurrences in generated and reference related work sections, and compare the two frame-count profiles using macro count F1."
  },
  "heldout_multicite_test": {
    "macro_f1": 0.5584698142469106,
    "micro_f1": 0.6750780762023735,
    "subset_accuracy": 0.5119227286447329,
    "samples_f1": 0.6932588791628935,
    "weighted_f1": 0.6750260332760398
  }
}