Update README.md
Browse files
README.md
CHANGED
@@ -27,7 +27,7 @@ combined and preprocessed. 0 (LABEL_0) stands for false and 1 stands for true.
|
|
27 |
- **Developed by:** Ostap Mykhailiv
|
28 |
- **Model type:** Classification
|
29 |
- **Language(s) (NLP):** English
|
30 |
-
- **License:**
|
31 |
- **Finetuned from model:** google-bert/bert-base-uncased
|
32 |
|
33 |
### Model Usage
|
@@ -36,9 +36,9 @@ This model can be used for whatever reason you need, also a site hosted, based o
|
|
36 |
## Bias, Risks, and Limitations
|
37 |
|
38 |
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
|
39 |
-
Since it's a Bert model, it also exhibits bias.
|
40 |
-
|
41 |
-
|
42 |
### Recommendations
|
43 |
|
44 |
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
|
|
|
27 |
- **Developed by:** Ostap Mykhailiv
|
28 |
- **Model type:** Classification
|
29 |
- **Language(s) (NLP):** English
|
30 |
+
- **License:** MIT
|
31 |
- **Finetuned from model:** google-bert/bert-base-uncased
|
32 |
|
33 |
### Model Usage
|
|
|
36 |
## Bias, Risks, and Limitations
|
37 |
|
38 |
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
|
39 |
+
Since it's a Bert model, it also exhibits bias. Be careful about checking some specific data by this model, since
|
40 |
+
it was trained on pre-2023 data. Additionally, the lack of preprocessing for people's names in the training data might
|
41 |
+
cause a bias towards certain persons.
|
42 |
### Recommendations
|
43 |
|
44 |
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
|