Token Classification
Transformers
Safetensors
Serbian
electra
NER
Serbian language
Named Entity Recognition
Legal
NLP
BERT
Legal documents
Court ruling
Instructions to use kalusev/NER4Legal_SRB with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use kalusev/NER4Legal_SRB with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="kalusev/NER4Legal_SRB")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("kalusev/NER4Legal_SRB") model = AutoModelForTokenClassification.from_pretrained("kalusev/NER4Legal_SRB", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Update README.md
Browse files
README.md
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@@ -146,18 +146,6 @@ for token, label in results:
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- *Kalušev, V., Brkljač, B. (2025). **Named entity recognition for Serbian legal documents: Design, methodology and dataset development**. In Proceedings of the 15th International Conference on Information Society and Technology (ICIST), Kopaonik, Serbia, 9-12 March, 2025, Vol. -, ISBN -, accepted for publication
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<pre><code>
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@misc{kalušev2025namedentityrecognitionserbian,
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title={Named entity recognition for Serbian legal documents: Design, methodology and dataset development},
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author={Vladimir Kalušev and Branko Brkljač},
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year={2025},
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eprint={2502.10582},
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archivePrefix={arXiv},
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primaryClass={cs.CL},
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url={https://arxiv.org/abs/2502.10582},
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}
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</code></pre>
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<pre><code>
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@inproceedings{KalusevNER2025,
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author = {Kalu{\v{s}ev, Vladimir and Brklja{\v{c}}, Branko},
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}
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- *Kalušev, V., Brkljač, B. (2025). **Named entity recognition for Serbian legal documents: Design, methodology and dataset development**. In Proceedings of the 15th International Conference on Information Society and Technology (ICIST), Kopaonik, Serbia, 9-12 March, 2025, Vol. -, ISBN -, accepted for publication
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<pre><code>
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@inproceedings{KalusevNER2025,
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author = {Kalu{\v{s}ev, Vladimir and Brklja{\v{c}}, Branko},
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}
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</code></pre>
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<pre><code>
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@misc{kalušev2025namedentityrecognitionserbian,
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title={Named entity recognition for Serbian legal documents: Design, methodology and dataset development},
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author={Vladimir Kalušev and Branko Brkljač},
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year={2025},
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eprint={2502.10582},
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archivePrefix={arXiv},
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primaryClass={cs.CL},
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url={https://arxiv.org/abs/2502.10582},
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}
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</code></pre>
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