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bert-base-dutch-cased-upos-alpino-gronings
GroNLP/bert-base-dutch-cased-upos-alpino-gronings
bert-base-dutch-cased-upos-alpino-gronings is a token classification model from GroNLP. Use it when you need labels on individual words, such as names. It is set up for transformers.
Wietse de Vries • Martijn Bartelds • Malvina Nissim • Martijn Wieling
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At a glance
- Task
- Token Classification
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- May 18, 2021
- SHA
- 23cbb0bd
Model card
From the Hugging Face model README
Wietse de Vries • Martijn Bartelds • Malvina Nissim • Martijn Wieling
Adapting Monolingual Models: Data can be Scarce when Language Similarity is High
This model is part of this paper + code:
Models
The best fine-tuned models for Gronings and West Frisian are available on the HuggingFace model hub:
Lexical layers
These models are identical to BERTje, but with different lexical layers (bert.embeddings.word_embeddings).
- 🤗
GroNLP/bert-base-dutch-cased(Dutch; source language) - 🤗
GroNLP/bert-base-dutch-cased-gronings(Gronings) - 🤗
GroNLP/bert-base-dutch-cased-frisian(West Frisian)
POS tagging
These models share the same fine-tuned Transformer layers + classification head, but with the retrained lexical layers from the models above.
- 🤗
GroNLP/bert-base-dutch-cased-upos-alpino(Dutch) - 🤗
GroNLP/bert-base-dutch-cased-upos-alpino-gronings(Gronings) - 🤗
GroNLP/bert-base-dutch-cased-upos-alpino-frisian(West Frisian)
- Task
- Token Classification
- Library
- transformers
- Type
- bert
- Languages
- gos
- Created
- Mar 2, 2022
- Updated
- May 18, 2021