Xin-Kai Chen

Structure vs. Chain-of-Thought: Evaluating LLM Criteria Extraction for Depression Severity

A large language model (LLM) can rate depression severity directly from a social media post or mark which clinical criteria the post shows and let code turn the count into a label. The latter is easier to audit because a clinician can check each marked criterion. We compare these approaches on two Reddit corpora using...