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Low-Resource Parsing with Crosslingual Contextualized Representations
[article]
2019
arXiv
pre-print
Despite advances in dependency parsing, languages with small treebanks still present challenges. We assess recent approaches to multilingual contextual word representations (CWRs), and compare them for crosslingual transfer from a language with a large treebank to a language with a small or nonexistent treebank, by sharing parameters between languages in the parser itself. We experiment with a diverse selection of languages in both simulated and truly low-resource scenarios, and show that
arXiv:1909.08744v1
fatcat:hojp7ddnwjgnrk7lorh5ocvhdi