| --- |
| language: |
| - hi |
| - en |
| - multilingual |
| license: cc-by-4.0 |
| tags: |
| - hi |
| - en |
| - codemix |
| datasets: |
| - L3Cube-HingCorpus |
| --- |
| |
| ## HingBERT-Mixed |
| HingBERT-Mixed is a Hindi-English code-mixed BERT model trained on roman + devanagari text. It is a base BERT model fine-tuned on mixed script L3Cube-HingCorpus. |
| <br> |
| [dataset link] (https://github.com/l3cube-pune/code-mixed-nlp) |
|
|
| More details on the dataset, models, and baseline results can be found in our [paper] (https://arxiv.org/abs/2204.08398) |
|
|
| Other models from HingBERT family: <br> |
| <a href="https://huggingface.co/l3cube-pune/hing-bert"> HingBERT </a> <br> |
| <a href="https://huggingface.co/l3cube-pune/hing-mbert"> HingMBERT </a> <br> |
| <a href="https://huggingface.co/l3cube-pune/hing-mbert-mixed"> HingBERT-Mixed </a> <br> |
| <a href="https://huggingface.co/l3cube-pune/hing-mbert-mixed-v2"> HingBERT-Mixed-v2 </a> <br> |
| <a href="https://huggingface.co/l3cube-pune/hing-roberta"> HingRoBERTa </a> <br> |
| <a href="https://huggingface.co/l3cube-pune/hing-roberta-mixed"> HingRoBERTa-Mixed </a> <br> |
| <a href="https://huggingface.co/l3cube-pune/hing-gpt"> HingGPT </a> <br> |
| <a href="https://huggingface.co/l3cube-pune/hing-gpt-devanagari"> HingGPT-Devanagari </a> <br> |
| <a href="https://huggingface.co/l3cube-pune/hing-bert-lid"> HingBERT-LID </a> <br> |
|
|
|
|
| ``` |
| @inproceedings{nayak-joshi-2022-l3cube, |
| title = "{L}3{C}ube-{H}ing{C}orpus and {H}ing{BERT}: A Code Mixed {H}indi-{E}nglish Dataset and {BERT} Language Models", |
| author = "Nayak, Ravindra and Joshi, Raviraj", |
| booktitle = "Proceedings of the WILDRE-6 Workshop within the 13th Language Resources and Evaluation Conference", |
| month = jun, |
| year = "2022", |
| address = "Marseille, France", |
| publisher = "European Language Resources Association", |
| url = "https://aclanthology.org/2022.wildre-1.2", |
| pages = "7--12", |
| } |
| ``` |
