Commit
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537f0b7
1
Parent(s):
cedc305
Updated the model card a bit.
Browse files
README.md
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@@ -24,18 +24,20 @@ based on the Wikipedia subcorpus. Evaluation of the full model will appear in a
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## Eval results
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When fine-tuned (via `BertForTokenClassification`) on chunking and NER, the model outperforms multilingual BERT, achieves state-of-the-art results on
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| NER | Minimal NP | Maximal NP |
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|-----|------------|------------|
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| 97.62
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### BibTeX entry and citation info
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[following PhD thesis](https://hlt.bme.hu/en/publ/nemeskey_2020):
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```bibtex
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@PhDThesis{ Nemeskey:2020,
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author = {Nemeskey, Dávid Márk},
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school = {E\"otv\"os Lor\'and University}
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}
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```
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## Eval results
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When fine-tuned (via `BertForTokenClassification`) on chunking and NER, the model outperforms multilingual BERT, achieves state-of-the-art results on
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both tasks. The exact scores are
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| NER | Minimal NP | Maximal NP |
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|-----|------------|------------|
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| **97.62%** | **97.14%** | **96.97%** |
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### BibTeX entry and citation info
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If you use the model, please cite the following papers:
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[Nemeskey, Dávid Márk (2020). "Natural Language Processing Methods for Language Modeling." PhD Thesis. Eötvös Loránd University.](https://hlt.bme.hu/en/publ/nemeskey_2020)
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Bibtex:
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```bibtex
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@PhDThesis{ Nemeskey:2020,
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author = {Nemeskey, Dávid Márk},
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school = {E\"otv\"os Lor\'and University}
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}
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```
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[Nemeskey, Dávid Márk (2021). "Introducing huBERT." In: XVII. Magyar Számítógépes Nyelvészeti Konferencia (MSZNY 2021). Szeged, pp. 3-14](https://hlt.bme.hu/en/publ/hubert_2021)
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Bibtex:
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```bibtex
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@InProceedings{ Nemeskey:2021a,
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author = {Nemeskey, Dávid Márk},
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title = {Introducing \texttt{huBERT}},
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booktitle = {{XVII}.\ Magyar Sz{\'a}m{\'i}t{\'o}g{\'e}pes Nyelv{\'e}szeti Konferencia ({MSZNY}2021)},
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year = 2021,
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pages = {TBA},
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address = {Szeged},
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}
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```
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