Candidate Generation and Definition-Guided Verification for Sentence-Level Depression Symptom Recognition
A two-stage framework separating symptom-candidate generation from definition-grounded verification of depression symptoms is proposed, which support decomposing symptom recognition into candidate generation and definition-grounded verification, though performance remains limited for rare categories.