F

Feel It Italian Sentiment

Developed by MilaNLProc
A tool for sentiment and emotion classification in Italian, supporting four basic emotions: anger, fear, happiness, and sadness
Downloads 83.57k
Release Time : 3/2/2022

Model Overview

An Italian sentiment analysis tool fine-tuned on the UmBERTo model, capable of identifying emotion categories and determining sentiment polarity in text

Model Features

Multi-emotion Recognition
Capable of identifying four basic emotions: anger, fear, happiness, and sadness, surpassing traditional binary sentiment analysis
Italian Language Optimization
Specially trained for Italian language characteristics, achieving optimal performance on the FEEL-IT dataset
Simple Interface
Provides HuggingFace pipeline for minimalistic integration, quickly adaptable to existing systems

Model Capabilities

Italian text sentiment analysis
Multi-category emotion recognition
Social media text processing

Use Cases

Social Media Analysis
Tweet Emotion Monitoring
Analyzing emotional tendencies in Italian user tweets
Identifies emotion categories with 81% accuracy
Market Research
Product Feedback Analysis
Extracting sentiment signals from Italian user reviews
Macro F1 score of 0.81 for distinguishing positive/negative evaluations
Featured Recommended AI Models
AIbase
Empowering the Future, Your AI Solution Knowledge Base
© 2025AIbase