Update README.md
Browse files
README.md
CHANGED
@@ -4,4 +4,81 @@ metrics:
|
|
4 |
- f1
|
5 |
base_model:
|
6 |
- FacebookAI/xlm-roberta-base
|
7 |
-
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
4 |
- f1
|
5 |
base_model:
|
6 |
- FacebookAI/xlm-roberta-base
|
7 |
+
---
|
8 |
+
# Model Card for Model ID
|
9 |
+
|
10 |
+
Classifies gendered discourse for all indic languages.
|
11 |
+
|
12 |
+
## Model Details
|
13 |
+
|
14 |
+
Come back later at an unspecified date for further information
|
15 |
+
|
16 |
+
## Author Details
|
17 |
+
|
18 |
+
Praachi Kumar
|
19 |
+
|
20 |
+
Research Fellow
|
21 |
+
|
22 |
+
United Nations University - MERIT
|
23 |
+
|
24 |
+
### Model Description
|
25 |
+
|
26 |
+
|
27 |
+
- **Developed by:** Praachi Kumar
|
28 |
+
- **Model type:** Fine-tuned XLM-RoBERTa base for sequence classification
|
29 |
+
- **Language(s) (NLP):** Multi Indic Languages
|
30 |
+
- **License:** Non commercial, no derrivatives
|
31 |
+
- **Paper:** forthcoming
|
32 |
+
|
33 |
+
## Uses
|
34 |
+
|
35 |
+
Social science research, intended for academic use - 3 labels
|
36 |
+
|
37 |
+
## Bias, Risks, and Limitations
|
38 |
+
|
39 |
+
Single annotator coded the data. Painstakingly.
|
40 |
+
|
41 |
+
### Recommendations
|
42 |
+
|
43 |
+
Please contact me at kumar@merit.unu.edu for instructions on further use
|
44 |
+
|
45 |
+
## How to Get Started with the Model
|
46 |
+
|
47 |
+
With a bit of patience, I am still working on this model card
|
48 |
+
|
49 |
+
## Training Details
|
50 |
+
|
51 |
+
### Training Data
|
52 |
+
|
53 |
+
Please contact me at kumar@merit.unu.edu for this information
|
54 |
+
|
55 |
+
#### Metrics
|
56 |
+
|
57 |
+
Macro Average F1 Score: 0.83
|
58 |
+
|
59 |
+
Balanced Accuracy: 0.33
|
60 |
+
|
61 |
+
|
62 |
+
### Results
|
63 |
+
|
64 |
+
Come back later for an updated model card
|
65 |
+
|
66 |
+
## Citation
|
67 |
+
|
68 |
+
**Model**
|
69 |
+
|
70 |
+
**BibTeX:**
|
71 |
+
|
72 |
+
@misc{genami2025,
|
73 |
+
author = {Praachi Kumar},
|
74 |
+
title = {genAMI},
|
75 |
+
year = {2025},
|
76 |
+
month = {March},
|
77 |
+
day = {13},
|
78 |
+
howpublished = {\url{https://doi.org/10.57967/hf/5784}}
|
79 |
+
}
|
80 |
+
|
81 |
+
|
82 |
+
**APA:** Kumar, P. (2025). genAMI. Hugging Face. https://doi.org/10.57967/hf/5784
|
83 |
+
|
84 |
+
**Paper**: Forthcoming, sorry :)
|