Linear probes of LLM hidden states that predict answer correctness are task-specific, with near-zero directional overlap across tasks, and no multi-task trick fixes this.
The curious case of hallucinatory (un) an- swerability: Finding truths in the hidden states of over- confident large language models
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
The Geometries of Truth Are Orthogonal Across Tasks
Linear probes of LLM hidden states that predict answer correctness are task-specific, with near-zero directional overlap across tasks, and no multi-task trick fixes this.