{ "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" } }