Papers with Universal POS
Agettivu, Aggitivu o Aghjettivu? POS Tagging Corsican Dialects (2024.lrec-main)
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| Challenge: | a series of experiments towards POS tagging Corsican are presented . POS tags are used to tag a less-resourced language spoken in corsica . |
| Approach: | They present a series of experiments towards POS tagging Corsican . they first contribute to the first gold standard POS-tagged corpus for Corsica . |
| Outcome: | The proposed model is the first POS tagger for Corsican, reaching an accuracy of 93.38%. |
Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic Parsing (2021.emnlp-main)
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| Challenge: | Existing training data is limited for languages other than English, so is the performance of the developed parsers. |
| Approach: | They propose to apply a pre-trained multilingual model to Italian, German and Dutch parsers where only a small number of manually annotated parses are available. |
| Outcome: | The proposed model improves on six parsers in English and Italian, German and Dutch, with the addition of universal dependency relations and universal POS tags as model-agnostic features. |