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

CUNY at CLPsych 2026: A Pipeline Approach to Classification and Summarization of Mental Health Changes arXiv:2605.24164v1 Announce Type: new Abstract: 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-states in posts (Tasks 1.1 and 1.2), we ensemble in-context learning of three open-weight large language models using majority voting. For predicting moments of change