Create README.md
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README.md
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---
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language:
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- ga
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license: apache-2.0
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tags:
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- irish
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- electra
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widget:
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- text: "Ceolt贸ir [MASK] ab ea Johnny Cash."
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---
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# gaELECTRA
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[gaELECTRA](https://arxiv.org/abs/2107.12930) is an ELECTRA model trained on 7.9M Irish sentences. For more details, including the hyperparameters and pretraining corpora used please refer to our paper. For fine-tuning this model on a token classification task, e.g. Named Entity Recognition, use the discriminator model.
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### Limitations and bias
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Some data used to pretrain gaBERT was scraped from the web which potentially contains ethically problematic text (bias, hate, adult content, etc.). Consequently, downstream tasks/applications using gaBERT should be thoroughly tested with respect to ethical considerations.
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### BibTeX entry and citation info
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If you use this model in your research, please consider citing our paper:
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```
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@article{DBLP:journals/corr/abs-2107-12930,
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author = {James Barry and
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Joachim Wagner and
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Lauren Cassidy and
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Alan Cowap and
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Teresa Lynn and
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Abigail Walsh and
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M{\'{\i}}che{\'{a}}l J. {\'{O}} Meachair and
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Jennifer Foster},
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title = {gaBERT - an Irish Language Model},
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journal = {CoRR},
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volume = {abs/2107.12930},
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year = {2021},
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url = {https://arxiv.org/abs/2107.12930},
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archivePrefix = {arXiv},
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eprint = {2107.12930},
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timestamp = {Fri, 30 Jul 2021 13:03:06 +0200},
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biburl = {https://dblp.org/rec/journals/corr/abs-2107-12930.bib},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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}
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```
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