rutsam commited on
Commit
5f8738d
1 Parent(s): b084254

Create README.md

Browse files
Files changed (1) hide show
  1. README.md +21 -0
README.md ADDED
@@ -0,0 +1,21 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: BERT
3
+ task: sentiment-analysis
4
+ tags:
5
+ - KinyaBert
6
+ - sentiment analysis
7
+ language: rw
8
+ datasets:
9
+ - https://github.com/afrisenti-semeval/afrisent-semeval-2023/tree/main/SubtaskA
10
+ ---
11
+ # Kinyarwanda twitter sentiment analysis
12
+ A sentiment analysis model in Kinyarwanda trained using tweets and trained using a BERT model trained on Kinyarwanda dataset
13
+
14
+ # Dataset information
15
+ The dataset was trained on 3000 annotated tweets, here is the [link to the dataset](https://github.com/afrisenti-semeval/afrisent-semeval-2023/blob/main/SubtaskA/train/kr_train.tsv)
16
+
17
+ # Model limitations
18
+ The model was trained on a small dataset of tweets, which can present limitations in accuracy on other datasets
19
+
20
+ # Result
21
+ Accuracy: 85%