metadata

title: Marrakech Sentiment Analysis
emoji: 😻
colorFrom: yellow
colorTo: purple
sdk: gradio
sdk_version: 4.19.2
app_file: app.py
pinned: false

Sentiment Analysis for Tourism in Marrakech: Kenza Charfaoui and Stéphane Mussard

Model

Fine tuned model from SieBERT checkpoint (RoBERTa large). See SieBERT
Binary Classification
Dataset: 7,958 positive sentiments (label 1) and 1,437 negative sentiments (label 0)
Train / Test : 80/20
LEARNING_RATE = 1e-05
3 Epochs
Preclassifier 1024*1024 with dropout 0.1
Test data: F-measure label 1: 0.9736
Test data: F-measure label 0: 0.8547