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Binary Condescension Detection On Dpm

Metrics

F1-score

Results

Performance results of various models on this benchmark

Model Name	F1-score	Paper Title	Repository
BERT-PCL	63.69	PALI-NLP at SemEval-2022 Task 4: Discriminative Fine-tuning of Transformers for Patronizing and Condescending Language Detection	-
MTMW (UNC+SPAN)	57.89	DH-FBK at SemEval-2022 Task 4: Leveraging Annotators’ Disagreement and Multiple Data Views for Patronizing Language Detection
RoBERTa Baseline	49.1	SemEval-2022 Task 4: Patronizing and Condescending Language Detection	-
ensemble model (BigBird and MPNet)	55.1	AliEdalat at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Fine-tuned Language Models, BERT+BiGRU, and Ensemble Models
Prompt	61.9	BEIKE NLP at SemEval-2022 Task 4: Prompt-Based Paragraph Classification for Patronizing and Condescending Language Detection	-

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