2 papers
cs.CL2025
From Haystack to Needle: Label Space Reduction for Zero-shot Classification
Nathan Vandemoortele, Bram Steenwinckel, Femke Ongenae +1
We present Label Space Reduction (LSR), a novel method for improving zero-shot classification performance of Large Language Models (LLMs). LSR iteratively refines the classificatio…
cs.LO2025
On Syntactical Simplification of Temporal Operators in Negation-free MTL
Mathijs van Noort, Femke Ongenae, Pieter Bonte
Temporal reasoning in dynamic, data-intensive environments increasingly demands expressive yet tractable logical frameworks. Traditional approaches often rely on negation to expres…