|
--- |
|
language: de |
|
license: mit |
|
datasets: |
|
- Wahl-o-Mat |
|
- Wahlprogramme |
|
|
|
|
|
--- |
|
|
|
# GermanPolitical-Gelectra-base |
|
|
|
Released May 2022, we fine-tuned the german electra model pre-trained by german-nlp-group (orginal model can be found at 'german-nlp-group/electra-base-german-uncased') to classify political sentiment of popular german parties. |
|
Supported parties at the moment are "CDU/CSU", "SPD", "FDP", "Grüne", "Die Linke", "AfD". |
|
|
|
## Overview |
|
**Architecture:** Gelectra-base (uncased) |
|
|
|
**Language:** German |
|
|
|
## Datasets & Methodology |
|
![Methodology for model](https://www.wahl-o-bot.de/img/Method.f5dbe4fd.png) |
|
|
|
For more information about data and methodology visit: https://www.wahl-o-bot.de/Methodik |
|
|
|
## Production |
|
|
|
The model can be used for free at https://www.wahl-o-bot.de |
|
|
|
## Authors |
|
|
|
Feel free to contact us about questions or feedback. We are always happy to help. |
|
|
|
* Maximilian Witte: `maximilian.witte [at] uni-hamburg.de` |
|
* Jasper Schwenzow: `jasper.schwenzow [at] uni-hamburg.de` |
|
* Mark Heitmann: `mark.heitmann [at] uni-hamburg.de` |
|
* Matthias Assenmacher: `[email protected] [at] muenchen.de` |
|
|
|
The model is built in collaboration of the University of Hamburg and Ludwig Maximilians University Munich. |
|
|
|
https://www.bwl.uni-hamburg.de/ci.html |