NLRG at SemEval-2021 Task 5: Toxic Spans Detection Leveraging BERT-based Token Classification and Span Prediction Techniques

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Knowledge Triples

Source Entity	Relationship	Target Entity
F1 Score Metric	comparesWith	RNN SL and SpaCy NER Material
Predicted Offsets OtherEntity	combines	LSTM CRF Method
Predicted Offsets OtherEntity	combines	Multi Span Method
SemEval 2021 Task 5 OtherEntity	employs	Span Prediction Method
SemEval 2021 Task 5 OtherEntity	employs	Token Classification Task
SemEval 2021 Task 5 OtherEntity	explores	LSTM CRF Method
SemEval 2021 Task 5 OtherEntity	explores	Multi Span Method
Span Prediction Method	achieves	F1 Score Metric
Span Prediction Method	uses	BERT Method
Span Prediction Method	uses	RoBERTa Material
Span Prediction Method	uses	SpanBERT Method
Token Classification Task	uses	BERT Method
Token Classification Task	uses	SpanBERT Method
Toxicity Detection Task	isA	SemEval 2021 Task 5 OtherEntity