README.md

metadata

library_name: BERT
task: sentiment-analysis
tags:
  - KinyaBert
  - sentiment analysis
language: rw
datasets:
  - >-
    https://github.com/afrisenti-semeval/afrisent-semeval-2023/tree/main/SubtaskA

Kinyarwanda twitter sentiment analysis

A sentiment analysis model in Kinyarwanda trained using tweets and trained using a BERT model trained on Kinyarwanda dataset

Dataset information

The dataset was trained on 3000 annotated tweets, here is the link to the dataset

Model limitations

The model was trained on a small dataset of tweets, which can present limitations in accuracy on other datasets

Result

Accuracy: 85%