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.
Stibich, Top 10 Causes of Death for Americans Ages 20 to 24 , 2024
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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.