Task
Token Classification
W
Babelscape/wikineural-multilingual-ner
Token Classification·Babelscape· 889.1K· 165
transformers
177.3M params
WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER This is the model card for the EMNLP 2021 paper WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER. We fine-tuned a multilingual language model (mBERT) for 3 epochs on our WikiNEuRal dataset for Named Entity Recognition (NER). The resulting multilingual NER model support
# pull & run locally
pip install mlforge-sdk && mlforge pull Babelscape/wikineural-multilingual-ner
pip install mlforge-sdk && mlforge pull Babelscape/wikineural-multilingual-ner
Model details
Provider
Babelscape
Framework
transformers
Parameters
177.3M
Size
4.6 GB
Downloads
889.1K
Likes
165
Updated
2023-05-23
About Babelscape/wikineural-multilingual-ner
WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER This is the model card for the EMNLP 2021 paper WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER. We fine-tuned a multilingual language model (mBERT) for 3 epochs on our WikiNEuRal dataset for Named Entity Recognition (NER). The resulting multilingual NER model supports the 9 languages covered by WikiNEuRal (de, en, es, fr, it, nl, pl, pt, ru), and it was trained on all 9 languages jointly.
Related Token Classification
I
w11wo/indonesian-roberta-base-posp-tagger
2.8M 10
🤗 HF
B
dslim/bert-base-NER
1.8M 718
🤗 HF
S
StanfordAIMI/stanford-deidentifier-base
1.3M 81
🤗 HF
F
oliverguhr/fullstop-punctuation-multilang-large
648.8K 178
🤗 HF
X
Davlan/xlm-roberta-large-ner-hrl
639.9K 15
🤗 HF
B
dbmdz/bert-large-cased-finetuned-conll03-english
631.4K 96
🤗 HF