label_mappings.json

{
  "binary": [
    "FALSE",
    "TRUE"
  ],
  "interview_gate": [
    "NON_INTERVIEW",
    "INTERVIEW_RELATED"
  ],
  "interview_type": [
    "INTERVIEW_INVITE",
    "INTERVIEW_CONFIRMED"
  ],
  "offer_gate": [
    "NON_OFFER",
    "JOB_OFFER_RECEIVED"
  ],
  "declined_gate": [
    "NOT_DECLINED",
    "DECLINED"
  ],
  "application_gate": [
    "NOT_APPLICATION_SUBMITTED",
    "APPLICATION_SUBMITTED"
  ],
  "final_status": [
    "REVIEW_IN_PROGRESS",
    "NEXT_STEP"
  ],
  "head_names": [
    "binary",
    "interview_gate",
    "interview_type",
    "offer_gate",
    "declined_gate",
    "application_gate",
    "final_status"
  ],
  "head_num_classes": {
    "binary": 2,
    "interview_gate": 2,
    "interview_type": 2,
    "offer_gate": 2,
    "declined_gate": 2,
    "application_gate": 2,
    "final_status": 2
  },
  "description": "Multitask DeBERTa-v3 hierarchical status classifier with 7 heads",
  "model_name": "microsoft/deberta-v3-base",
  "max_len": 256,
  "note": "No requires_user_action check in final_status",
  "synthetic_augmentation": {
    "enabled": true,
    "source": "circlemachinelearning/synthetic_job_offers",
    "n_samples": 500,
    "target_class": "JOB_OFFER_RECEIVED"
  }
}