Across 13 languages, deep contextualized embeddings (ELMo and BERT) improve transition-based dependency parsers more than graph-based ones, making the two families nearly equivalent.
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Deep Contextualized Word Embeddings in Transition-Based and Graph-Based Dependency Parsing -- A Tale of Two Parsers Revisited
Across 13 languages, deep contextualized embeddings (ELMo and BERT) improve transition-based dependency parsers more than graph-based ones, making the two families nearly equivalent.