This repository contains code for our paper titled : Cisco at SemEval-2021 Task 5: What’s Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online Comments

The paper was accepted at SemEval 2021 and is based on the shared task SemEval 2021 Task 5 : Toxic Spans Detection

We provide the link to one of our Sequence Tagging Model (BERT Model trained on BIO Tagging).

For tagging your own text download the model from drive and run:

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

tagger = SequenceTagger.load('/path/to/your/model')

sentence = Sentence('He is so stupid !')

# predict NER tags
tagger.predict(sentence)

# print sentence with predicted tags
print(sentence.to_tagged_string())