2 papers
cs.CL2026
DiaWhisper-DPO: Role-Attributed Transcription of Clinical Interviews via Failure-Mined Preference Optimization
Weiming Li, Ana Catarina Fidalgo Barata, Miguel Constante +1
Automated depression screening from clinical interviews requires attribution of utterances to the clinician or patient. We evaluate two datasets: DAIC-WOZ, where participant-only r…
cs.CL2026
Candidate Generation and Definition-Guided Verification for Sentence-Level Depression Symptom Recognition
Weiming Li, Catarina Barata, Miguel Constante +1
Sentence-level recognition of depression symptoms is challenging because similar expressions can differ in symptom relevance, and language-model inference is insufficiently grounde…