Creates a clinical crisis taxonomy and 2,252-example dataset then audits five LLMs, finding variable safety with notable failures on indirect signals and in self-harm categories.
Responsible research and innovation in the digital age.Communications of the ACM, 60(5):62–68
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Between Help and Harm: An Evaluation of Mental Health Crisis Handling by LLMs
Creates a clinical crisis taxonomy and 2,252-example dataset then audits five LLMs, finding variable safety with notable failures on indirect signals and in self-harm categories.