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cs.CL2023
Does Manipulating Tokenization Aid Cross-Lingual Transfer? A Study on POS Tagging for Non-Standardized Languages
Verena Blaschke, Hinrich Schütze, Barbara Plank
One of the challenges with finetuning pretrained language models (PLMs) is that their tokenizer is optimized for the language(s) it was pretrained on, but brittle when it comes to…
cs.CL2023
A Survey of Corpora for Germanic Low-Resource Languages and Dialects
Verena Blaschke, Hinrich Schütze, Barbara Plank
Despite much progress in recent years, the vast majority of work in natural language processing (NLP) is on standard languages with many speakers. In this work, we instead focus on…