BERT, Flair, and ELMo embeddings each improve POS tagging, lemmatization, and dependency parsing over the UDPipe 2.0 baseline across 54 languages, with BERT best for syntax and Flair best for morphology.
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Evaluating Contextualized Embeddings on 54 Languages in POS Tagging, Lemmatization and Dependency Parsing
BERT, Flair, and ELMo embeddings each improve POS tagging, lemmatization, and dependency parsing over the UDPipe 2.0 baseline across 54 languages, with BERT best for syntax and Flair best for morphology.