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Multi-Task Learning with Pre-Trained Language Models for Mental Illness Screening

Shrestha, Avantika et al.
Bryant Digital Repository · Papers
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businesscomputer-sciencesdata-sciencedatabases-and-information-systemshealth-information-technologyphysical-sciences-and-mathematicstext-classificationtransfer-learning
Major depressive disorder (MDD) and post-traumatic stress disorder (PTSD) are mental disorders that reduce quality of life. As they are challenging to detect in a timely manner, recent studies explore the mental illness screening potential of language models on modalities such as transcripts. Such d
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