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cs.CL2021
Integrating Approaches to Word Representation
Yuval Pinter
The problem of representing the atomic elements of language in modern neural learning systems is one of the central challenges of the field of natural language processing. I presen…
cs.CL2021★ 5 cited
Learning to Look Inside: Augmenting Token-Based Encoders with Character-Level Information
Yuval Pinter, Amanda Stent, Mark Dredze +1
Commonly-used transformer language models depend on a tokenization schema which sets an unchangeable subword vocabulary prior to pre-training, destined to be applied to all downstr…