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README.md

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-Parsers for UD-NewsCrawl
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+<img src="https://cdn-avatars.huggingface.co/v1/production/uploads/634e20a0c1ce28f1de920cc4/k7SJny1M3lDa5CH_T1bp3.png" width="130" height="130" align="right" />
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+# UD Parser (Multilingual context-sensitive vectors + transition-based parser)
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+This is the spaCy pipeline trained on [UD-NewsCrawl](https://huggingface.co/datasets/UD-Filipino/UD_Tagalog-NewsCrawl).
+It uses context-sensitive vectors from [FacebookAI/xlm-roberta-large](https://huggingface.co/FacebookAI/xlm-roberta-large).
+It is trained using a transition-based parser based on [Honnibal and Johnson (2015)](https://aclanthology.org/D15-1162/) and can perform dependency parsing, lemmatization, and morphological annotation.
+The trainable lemmatizer is based on [Muller et al. (2015)](https://aclanthology.org/D15-1272/). 
+More information can be found [in this blog post](https://explosion.ai/blog/edit-tree-lemmatizer).
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 | Feature | Description |
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