Better Character Language Modeling through Morphology

ACL (1), pp. 1606-1613, 2019.

Cited by: 0|Bibtex|Views31|DOI:https://doi.org/10.18653/v1/p19-1156
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Other Links: dblp.uni-trier.de|arxiv.org

Abstract:

We incorporate morphological supervision into character language models (CLMs) via multitasking and show that this addition improves bits-per-character (BPC) performance across 24 languages, even when the morphology data and language modeling data are disjoint. Analyzing the CLMs shows that inflected words benefit more from explicitly m...More

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