A multi-agent LLM system with majority voting achieves reported Micro F1 of 0.872 for delusion detection and 0.779 for classification on naturalistic speech transcripts.
I don’t leave my house anymore because I’m scared someone will follow me
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.AI 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Automated Detection and Classification of Delusion-related Content in Naturalistic Audio Diaries Using Multi-Agent Language Models
A multi-agent LLM system with majority voting achieves reported Micro F1 of 0.872 for delusion detection and 0.779 for classification on naturalistic speech transcripts.