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Popbert

Developed by luerhard
PopBERT is a German political speech populism detection model developed based on the deepset/gbert-large model, specifically designed for analyzing political speeches in the German Bundestag.
Downloads 409
Release Time : 8/11/2023

Model Overview

PopBERT is a multi-label classification model used to detect populism dimensions and ideological tendencies in German political speeches.

Model Features

Populism Dimension Detection
Capable of identifying anti-elitism and people-centrism dimensions in political speeches.
Ideological Tendency Identification
Can distinguish between left-wing or right-wing host ideologies behind populism.
Domain-Specific Optimization
Specially trained and optimized for political speech content in the German Bundestag.

Model Capabilities

German Text Classification
Political Speech Analysis
Populism Detection
Ideological Tendency Identification

Use Cases

Political Analysis
Parliamentary Speech Analysis
Analyze populist content and ideological tendencies in speeches from the German Bundestag.
Identifies anti-elitism, people-centrism, and left/right-wing ideological characteristics.
Political Stance Monitoring
Monitor changes in populist tendencies in speeches by politicians or political parties.
Provides quantified populism dimension scores and ideological tendency probabilities.
Academic Research
Populism Research
Support quantitative research on populism in political science and communication studies.
Provides standardized tools for detecting populism dimensions.
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