CUNY at CLPsych 2026: A Pipeline Approach to Classification and Summarization of Mental Health Changes

Amirmohammad Ziaei Bideh, Shameed Charlomar Job, Ava Yahyapour +1

We describe our submission to the CLPsych~2026 Shared Task on capturing and characterizing mental health changes through social media timeline dynamics. To infer the dominant self-…