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cs.CL2021
BERT Cannot Align Characters
Antonis Maronikolakis, Philipp Dufter, Hinrich Schütze
In previous work, it has been shown that BERT can adequately align cross-lingual sentences on the word level. Here we investigate whether BERT can also operate as a char-level alig…
cs.CL2021
Wine is Not v i n. -- On the Compatibility of Tokenizations Across Languages
Antonis Maronikolakis, Philipp Dufter, Hinrich Schütze
The size of the vocabulary is a central design choice in large pretrained language models, with respect to both performance and memory requirements. Typically, subword tokenization…