flair token-classification sequence-tagger-model

Klasifikasi aspek dalam review laptop

Demo: How to use in Flair

Requires:

from flair.data import Sentence
from flair.models import SequenceTagger

# load tagger
tagger = SequenceTagger.load("yudiwbs/absa_elektronik_aspek_v2")

sentence = Sentence('Sesuai diskusi. Barang mulus walau ada hairline scratch di casing depan. Battery masih awet. Dapat bonus jg. Thanks gan.')
# predict
model.predict(sentence)
print(sentence.to_tagged_string())

# iterate over entities and print
for entity in sentence.get_spans('aspek'):
    print(entity)