1 Department of Computer Science, Colorado State University, Fort Collins, CO, United States 2 Department of Mathematics, Colorado State University, Fort Collins, CO, United States In the ...

Abstract: One mainstream method in cross-lingual word embeddings is to learn a linear mapping between two monolingual embedding spaces using a training dictionary. Successful linear mappings require ...

We demonstrate that large language models can be mapped to equivalent linear systems for any given input sequence, without modifying model weights or altering predictions. We achieve this through ...