#semantic probing

We present Pontifex, a novel architecture that unifies two techniques for rapid, general-purpose semantic probing across languages and representation spaces. Pontifex combines (i) ultra-fast byte-level occlusion with bilateral semantic comparison and (ii) convergent multi-space semantic investigation via neural…