{ "base_model": "FacebookAI/roberta-base", "num_labels": 35, "label2id": { "O": 0, "B-PER": 1, "I-PER": 2, "B-ORG": 3, "I-ORG": 4, "B-LOC": 5, "I-LOC": 6, "B-FAC": 7, "I-FAC": 8, "B-DATE": 9, "I-DATE": 10, "B-TIME": 11, "I-TIME": 12, "B-EVT": 13, "I-EVT": 14, "B-PROD": 15, "I-PROD": 16, "B-MONEY": 17, "I-MONEY": 18, "B-PCT": 19, "I-PCT": 20, "B-LAW": 21, "I-LAW": 22, "B-NORP": 23, "I-NORP": 24, "B-LANG": 25, "I-LANG": 26, "B-WOA": 27, "I-WOA": 28, "B-QTY": 29, "I-QTY": 30, "B-ORD": 31, "I-ORD": 32, "B-CARD": 33, "I-CARD": 34 }, "id2label": { "0": "O", "1": "B-PER", "2": "I-PER", "3": "B-ORG", "4": "I-ORG", "5": "B-LOC", "6": "I-LOC", "7": "B-FAC", "8": "I-FAC", "9": "B-DATE", "10": "I-DATE", "11": "B-TIME", "12": "I-TIME", "13": "B-EVT", "14": "I-EVT", "15": "B-PROD", "16": "I-PROD", "17": "B-MONEY", "18": "I-MONEY", "19": "B-PCT", "20": "I-PCT", "21": "B-LAW", "22": "I-LAW", "23": "B-NORP", "24": "I-NORP", "25": "B-LANG", "26": "I-LANG", "27": "B-WOA", "28": "I-WOA", "29": "B-QTY", "30": "I-QTY", "31": "B-ORD", "32": "I-ORD", "33": "B-CARD", "34": "I-CARD" }, "boundary_loss_weight": 0.3, "boundary_smoothing_eps": 0.1, "fgm_epsilon": 1.0, "architecture": "RobertaCRFBoundaryForNER", "notes": "RoBERTa encoder + linear classifier + CRF, extended with a boundary-guided interaction module (boundary_start_head/boundary_end_head), boundary-smoothed multi-task loss, and FGM adversarial training. Fine-tuned starting from Souvikbasur/roberta-crf-news-ner." }