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--- |
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language: no |
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license: cc-by-4.0 |
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tags: |
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- norwegian |
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- bert |
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- ner |
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thumbnail: nblogo_3.png |
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pipeline_tag: token-classification |
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datasets: |
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- norne |
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inference: |
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parameters: |
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aggregation_strategy: "first" |
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widget: |
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- text: Trond Giske har bekreftet på spørsmål fra Adresseavisen at Hansen leide et rom i hans leilighet i Trondheim. |
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--- |
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**Release 1.0** (November 17, 2021) |
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# nb-bert-base-ner |
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## Description |
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NB-Bert base model fine-tuned on the Named Entity Recognition task using the [NorNE dataset](https://huggingface.co/datasets/NbAiLab/norne). |
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## Usage |
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```python |
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from transformers import AutoTokenizer, AutoModelForTokenClassification |
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from transformers import pipeline |
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tokenizer = AutoTokenizer.from_pretrained("NbAiLab/nb-bert-base-ner") |
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model = AutoModelForTokenClassification.from_pretrained("NbAiLab/nb-bert-base-ner") |
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nlp = pipeline("ner", model=model, tokenizer=tokenizer) |
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example = "Jeg heter Kjell og bor i Oslo." |
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ner_results = nlp(example) |
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print(ner_results) |
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``` |
