Building Trustworthy Mental Health Benchmarks on Bluesky: A Validation-Aware Weak-Supervision Framework

arXiv:2609.22696 · cs.AI · Submitted 2026-09-19 · Read on arXiv

cs.AI

Submitted: 2026-09-19

Updated: 2026-09-19

Comments: This is the author's preprint version of a paper accepted for presentation at HICSS 60 (Hawaii International Conference on System Sciences), 2027, Hawaii, USA. The final published version will appear in the official conference proceedings. Conference site: https://hicss.hawaii.edu/

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Benchmark — 2× in this paper · explained in 2 episodes
• Benchmarking — 2× in this paper · explained in 4 episodes
• Failure Modes — 1× in this paper · explained in 3 episodes
• Provenance — 1× in this paper · explained in 4 episodes
• Transformer — 1× in this paper · explained in 2 episodes

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