Sindhi-DistilmBERT-MultiTask / label_mapping.json
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Multi-Task Model: SentencePiece + Scaled Gold Corpus (NER F1: 0.79)
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{
"ner_l2i": {
"B-ART": 0,
"B-EVENT": 1,
"B-FAC": 2,
"B-GPE": 3,
"B-LANGUAGE": 4,
"B-LOC": 5,
"B-NORP": 6,
"B-ORG": 7,
"B-OTHERS": 8,
"B-PERSON": 9,
"B-TITLE": 10,
"I-ART": 11,
"I-EVENT": 12,
"I-FAC": 13,
"I-GPE": 14,
"I-LANGUAGE": 15,
"I-LOC": 16,
"I-NORP": 17,
"I-ORG": 18,
"I-OTHERS": 19,
"I-PERSON": 20,
"I-TITLE": 21,
"O": 22
},
"pos_l2i": {
"ADJ": 0,
"ADP": 1,
"ADV": 2,
"AUX": 3,
"AdJ": 4,
"CONJ": 5,
"DET": 6,
"INTJ": 7,
"NOUN": 8,
"NUM": 9,
"PERIOD": 10,
"PRON": 11,
"PROPN": 12,
"PUNC": 13,
"SCON": 14,
"SYM": 15,
"VERB": 16,
"X": 17
},
"id2ner": {
"0": "B-ART",
"1": "B-EVENT",
"2": "B-FAC",
"3": "B-GPE",
"4": "B-LANGUAGE",
"5": "B-LOC",
"6": "B-NORP",
"7": "B-ORG",
"8": "B-OTHERS",
"9": "B-PERSON",
"10": "B-TITLE",
"11": "I-ART",
"12": "I-EVENT",
"13": "I-FAC",
"14": "I-GPE",
"15": "I-LANGUAGE",
"16": "I-LOC",
"17": "I-NORP",
"18": "I-ORG",
"19": "I-OTHERS",
"20": "I-PERSON",
"21": "I-TITLE",
"22": "O"
},
"id2pos": {
"0": "ADJ",
"1": "ADP",
"2": "ADV",
"3": "AUX",
"4": "AdJ",
"5": "CONJ",
"6": "DET",
"7": "INTJ",
"8": "NOUN",
"9": "NUM",
"10": "PERIOD",
"11": "PRON",
"12": "PROPN",
"13": "PUNC",
"14": "SCON",
"15": "SYM",
"16": "VERB",
"17": "X"
},
"metrics_notes": "Validated on 80/20 Split. NER Macro F1: 0.79, POS Weighted F1: 0.97, Sentiment Acc: 1.00"
}