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Hybrid Model for Suicide Ideation Detection by anshucheekurthi is a document available to read on EtoBox.
What is Hybrid Model for Suicide Ideation Detection about?
The document outlines a project focused on developing a hybrid deep learning model for detecting suicide ideation through social media posts, addressing the limitations of existing models that only analyze single posts. The proposed solution incorporates BERT and BiLSTM for contextual understanding and emotional flow, along with a novel Linguistic Sudden-Change Feature to capture emotional shifts. The project aims to improve early detection of suicidal intent, thereby enabling timely intervention and suppor
- Author
- anshucheekurthi
- Language
- EN