LLM-Augmented Therapy Normalization and Aspect-Based Sentiment Analysis for Treatment-Resistant Depression on Reddit

Researchers developed an aspect-based sentiment classifier using DeBERTa-v3 to analyze 5,059 Reddit posts about treatment-resistant depression, revealing that conventional antidepressants had more negative than positive mentions, while ketamine and esketamine were viewed more favorably by patients. This study highlights the value of large-scale online narratives in understanding patient experiences with medications beyond clinical trials.

Read the full article at arXiv cs.CL (NLP)

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