Commit
•
848e38c
1
Parent(s):
6786c9f
Update README.md
Browse files
README.md
CHANGED
|
@@ -14,6 +14,8 @@ tags:
|
|
| 14 |
|
| 15 |
Based on [this paper](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4622514), this is the SocRoBERTa-social language model. A language model that is trained to better classify social texts in the ESG domain.
|
| 16 |
|
|
|
|
|
|
|
| 17 |
Using the [SocRoBERTa-base](https://huggingface.co/ESGBERT/SocRoBERTa-base) model as a starting point, the SocRoBERTa-social Language Model is additionally fine-trained on a 2k social dataset to detect social text samples.
|
| 18 |
|
| 19 |
## How to Get Started With the Model
|
|
|
|
| 14 |
|
| 15 |
Based on [this paper](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4622514), this is the SocRoBERTa-social language model. A language model that is trained to better classify social texts in the ESG domain.
|
| 16 |
|
| 17 |
+
*Note: We generally recommend choosing the [SocDistilRoBERTa-soical](https://huggingface.co/ESGBERT/SocDistilRoBERTa-social) model since it is quicker, less resource-intensive and only marginally worse in performance.*
|
| 18 |
+
|
| 19 |
Using the [SocRoBERTa-base](https://huggingface.co/ESGBERT/SocRoBERTa-base) model as a starting point, the SocRoBERTa-social Language Model is additionally fine-trained on a 2k social dataset to detect social text samples.
|
| 20 |
|
| 21 |
## How to Get Started With the Model
|