A selective layer for NL-to-temporal-logic translation uses conformal risk control and two semantic scores to abstain from untrustworthy translations while bounding the rate of accepted errors.
Spatial: mon- itoring and planning of robotic tasks using spatio-temporal logic specifications.Autonomous Robots, 47(8): 1439–1462, 2023
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.AI 1years
2026 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
SCP-NL2TL: Selective Conformal Prediction with Semantic Verification for Natural Language to Temporal Logic Specifications
A selective layer for NL-to-temporal-logic translation uses conformal risk control and two semantic scores to abstain from untrustworthy translations while bounding the rate of accepted errors.