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---
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language: tl
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tags:
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- bert
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- tagalog
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- filipino
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license: gpl-3.0
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inference: false
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---
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**Deprecation Notice**
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This model is deprecated. New Filipino Transformer models trained with a much larger corpora are available.
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Use [`jcblaise/roberta-tagalog-base`](https://huggingface.co/jcblaise/roberta-tagalog-base) or [`jcblaise/roberta-tagalog-large`](https://huggingface.co/jcblaise/roberta-tagalog-large) instead for better performance.
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---
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# BERT Tagalog Base Cased (Whole Word Masking)
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Tagalog version of BERT trained on a large preprocessed text corpus scraped and sourced from the internet. This model is part of a larger research project. We open-source the model to allow greater usage within the Filipino NLP community. This particular version uses whole word masking.
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## Citations
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All model details and training setups can be found in our papers. If you use our model or find it useful in your projects, please cite our work:
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```
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@article{cruz2020establishing,
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title={Establishing Baselines for Text Classification in Low-Resource Languages},
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author={Cruz, Jan Christian Blaise and Cheng, Charibeth},
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journal={arXiv preprint arXiv:2005.02068},
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year={2020}
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}
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@article{cruz2019evaluating,
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title={Evaluating Language Model Finetuning Techniques for Low-resource Languages},
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author={Cruz, Jan Christian Blaise and Cheng, Charibeth},
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journal={arXiv preprint arXiv:1907.00409},
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year={2019}
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}
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```
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## Data and Other Resources
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Data used to train this model as well as other benchmark datasets in Filipino can be found in my website at https://blaisecruz.com
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## Contact
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If you have questions, concerns, or if you just want to chat about NLP and low-resource languages in general, you may reach me through my work email at [email protected]
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