Update README.md
Browse files
README.md
CHANGED
|
@@ -5,13 +5,13 @@ license: apache-2.0
|
|
| 5 |
widget:
|
| 6 |
- text: "أنا بخير"
|
| 7 |
---
|
| 8 |
-
# CAMeLBERT
|
| 9 |
## Model description
|
| 10 |
-
**CAMeLBERT CA SA Model** is a Sentiment Analysis (SA) model that was built by fine-tuning the [CAMeLBERT Classical Arabic (CA)](https://huggingface.co/CAMeL-Lab/bert-base-arabic-camelbert-
|
| 11 |
For the fine-tuning, we used the [ASTD](https://aclanthology.org/D15-1299.pdf), [ArSAS](http://lrec-conf.org/workshops/lrec2018/W30/pdf/22_W30.pdf), and [SemEval](https://aclanthology.org/S17-2088.pdf) datasets.
|
| 12 |
Our fine-tuning procedure and the hyperparameters we used can be found in our paper *"[The Interplay of Variant, Size, and Task Type in Arabic Pre-trained Language Models](https://arxiv.org/abs/2103.06678)."* Our fine-tuning code can be found [here](https://github.com/CAMeL-Lab/CAMeLBERT).
|
| 13 |
## Intended uses
|
| 14 |
-
You can use the CAMeLBERT
|
| 15 |
#### How to use
|
| 16 |
To use the model with the [CAMeL Tools](https://github.com/CAMeL-Lab/camel_tools) SA component:
|
| 17 |
```python
|
|
|
|
| 5 |
widget:
|
| 6 |
- text: "أنا بخير"
|
| 7 |
---
|
| 8 |
+
# CAMeLBERT-CA SA Model
|
| 9 |
## Model description
|
| 10 |
+
**CAMeLBERT CA SA Model** is a Sentiment Analysis (SA) model that was built by fine-tuning the [CAMeLBERT Classical Arabic (CA)](https://huggingface.co/CAMeL-Lab/bert-base-arabic-camelbert-ca/) model.
|
| 11 |
For the fine-tuning, we used the [ASTD](https://aclanthology.org/D15-1299.pdf), [ArSAS](http://lrec-conf.org/workshops/lrec2018/W30/pdf/22_W30.pdf), and [SemEval](https://aclanthology.org/S17-2088.pdf) datasets.
|
| 12 |
Our fine-tuning procedure and the hyperparameters we used can be found in our paper *"[The Interplay of Variant, Size, and Task Type in Arabic Pre-trained Language Models](https://arxiv.org/abs/2103.06678)."* Our fine-tuning code can be found [here](https://github.com/CAMeL-Lab/CAMeLBERT).
|
| 13 |
## Intended uses
|
| 14 |
+
You can use the CAMeLBERT-CA SA model directly as part of our [CAMeL Tools](https://github.com/CAMeL-Lab/camel_tools) SA component (*recommended*) or as part of the transformers pipeline.
|
| 15 |
#### How to use
|
| 16 |
To use the model with the [CAMeL Tools](https://github.com/CAMeL-Lab/camel_tools) SA component:
|
| 17 |
```python
|