Polyglot Training
method
ID: polyglottraining
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Low-Resource Parsing with Crosslingual Contextualized Representations
AbstractDespite 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 …...
CLAR: A Cross-Lingual Argument Regularizer for Semantic Role Labeling
AbstractSemantic role labeling (SRL) identifies predicate-argument structure(s) in a given sentence. Although different languages have different argument annotations, polyglot training, the idea of training one model on multiple languages, has …...