Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers

16 Apr 2020Robert LitschkoIvan VulićŽeljko AgićGoran Glavaš

Current methods of cross-lingual parser transfer focus on predicting the best parser for a low-resource target language globally, that is, "at treebank level". In this work, we propose and argue for a novel cross-lingual transfer paradigm: instance-level parser selection (ILPS), and present a proof-of-concept study focused on instance-level selection in the framework of delexicalized parser transfer... (read more)

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