Primary competition visual

AI4D iCompass Social Media Sentiment Analysis for Tunisian Arabizi

Helping Tunisia
$2 000 USD
Completed (almost 5 years ago)
Natural Language Processing
Classification
Sentiment Analysis
902 joined
309 active
Starti
Nov 20, 20
Closei
Mar 28, 21
Reveali
Mar 28, 21
2nd place solution
Data · 13 Jun 2021, 05:09 · 0

Congratulations to all the winners.

Sorry for the delay in posting the discussion. However, I hope this will be helpful in the future.

It is made up of two BERT models. (bert-base-uncaed, bert-base-arabertv02)

I used the Arabizi-Arabic translation. Thanks for the module.

https://zindi.africa/competitions/ai4d-icompass-social-media-sentiment-analysis-for-tunisian-arabizi/discussions/5256

I also added traditional models (LSTM, fasttex, etc...) to the ensemble to boost the score.

The detailed solution is available on github.

The final sub is 0.804, but if we choose the right sub it is 0.842

https://github.com/ktrw1011/sentiment-analysis-for-tunisian-arabizi

Discussion 0 answers