|
--- |
|
license: apache-2.0 |
|
datasets: |
|
- yelp_polarity |
|
language: |
|
- en |
|
--- |
|
|
|
## Model Details |
|
**Model Description:** This model is a fine-tune checkpoint of [bert-base-uncased](https://huggingface.co/bert-base-uncased), fine-tuned on yelp reviews. |
|
|
|
- **Developed by:** rttl-ai |
|
- **Model Type:** Text Classification |
|
- **Language(s):** English |
|
- **License:** Apache-2.0 |
|
- **Resources for more information:** |
|
- The model was pre-trained with task-adaptive pre-training [TAPT](https://arxiv.org/pdf/2004.10964.pdf) with an increased masking rate, no corruption strategy, and using WWM, following [this paper](https://aclanthology.org/2023.eacl-main.217.pdf) |
|
- pre-trained on yelp reviews |
|
- fine-tuned on yelp reviews for binary class text classification |
