RoBERTa outperforms other transformers and BERT-embedded LSTMs on a new 37,821-post Reddit dataset for suicidal-ideation detection, but the evaluation has annotation and significance gaps.
Discovering shifts to suicidal ideation from mental health content in social media,
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A Comparative Analysis of Transformer and LSTM Models for Detecting Suicidal Ideation on Reddit
RoBERTa outperforms other transformers and BERT-embedded LSTMs on a new 37,821-post Reddit dataset for suicidal-ideation detection, but the evaluation has annotation and significance gaps.