GeoFaith proposes a spatio-temporal framework leveraging latent geometry and entropy to diagnose faithful CoT, with a bootstrapped 20k-sample detector and faithfulness-aware RL that yields shorter accurate chains.
Miles Turpin, Julian Michael, Ethan Perez, and Samuel Bowman
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
GeoFaith: A Spatio-Temporal Dual View of Faithful Chain-of-Thought
GeoFaith proposes a spatio-temporal framework leveraging latent geometry and entropy to diagnose faithful CoT, with a bootstrapped 20k-sample detector and faithfulness-aware RL that yields shorter accurate chains.