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cs.CL2024★ 1 cited
An Algorithm for Deterministic Weighted Regular Languages
Clemente Pasti, Talu Karagöz, Anej Svete +3
Extracting finite state automata (FSAs) from black-box models offers a powerful approach to gaining interpretable insights into complex model behaviors. To support this pursuit, we…
cs.CL2024
On Affine Homotopy between Language Encoders
Robin SM Chan, Reda Boumasmoud, Anej Svete +8
Pre-trained language encoders -- functions that represent text as vectors -- are an integral component of many NLP tasks. We tackle a natural question in language encoder analysis:…