DreamerNLplus: Interpretable Modeling of Mental Health Dynamics from Social Media Timelines using Hybrid Rule-Based and RAG Methods

In three linesDreamerNLplus combines DeBERTa, Random Forest, Llama 3.1, and RAG to model mental health dynamics from social media timelines (CLPsych 2026). Ranks 2nd in summarization, 1st in Improvement, 3rd in Deterioration. Code released.

Summary generated by Claude — human-verified