konumaru/nlnomy

nlnomy is demo app of text content moderation. The origin of nlnomy comes from natural language and autonomy.

nlnomy

nlnomy is a demonstration application for text content moderation. The name "nlnomy" is derived from the concepts of "natural language" and "autonomy".

Dataset Used

inspection-ai/japanese-toxic-dataset

Pre-trained Models Utilized

• nlp-waseda/roberta-base-japanese
• rinna/japanese-roberta-base
• izumi-lab/deberta-v2-base-japanese

Workflow

graph TD;
    Moderator --> id1(ModerationTool);
    id1 -- MissDetectionData --> Annotator; 
    Annotator --> id2(AnnotationTool);
    id2 -- AnnotatedData --> id3(MLSystem);
    id3 -- NewTrainedModel --> id1;

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