| --- |
| language: |
| - de |
| license: gpl |
| widget: |
| - text: "Ersetze \"Lehrer\" durch \"Lehrerin oder Lehrer\": Ein promovierter Mathelehrer ist noch nie im Unterricht eingeschlafen." |
| example_title: "Example 1" |
| - text: "Ersetze \"Student\" durch \"studierende Person\": Maria ist kein Student." |
| example_title: "Example 2" |
| inference: |
| parameters: |
| max_length: 500 |
| --- |
| |
| # Diversiformer 🤗 🏳️🌈 🇩🇪 |
|
|
| _Work in progress._ |
|
|
| Language model for inclusive language in German, fine-tuned on [mT5](https://arxiv.org/abs/2010.11934). |
|
|
| An experimental model version is released [on Huggingface](https://huggingface.co/diversifix/diversiformer). |
|
|
| Source code for fine-tuning is available [on GitHub](https://github.com/diversifix/diversiformer). |
|
|
| ## Tasks |
|
|
| - **DETECT**: Recognizes instances of the generic masculine, and of other exclusive language. To do. |
| - **SUGGEST**: Suggest inclusive alternatives to masculine and exclusive words. To do. |
| - **REPLACE**: Replace one phrase by another, while preserving grammatical coherence. Work in progress. |
|
|
| - ▶️ `Ersetze "Schüler" durch "Schülerin oder Schüler": Die Schüler kamen zu spät.` |
|
|
| ◀️ `Die Schülerinnen und Schüler kamen zu spät.` |
| |
| - ▶️ `Ersetze "Lehrer" durch "Kollegium": Die wartenden Lehrer wunderten sich.` |
|
|
| ◀️ `Das wartende Kollegium wunderte sich.` |
| |
| ## Usage |
|
|
| ```python |
| >>> from transformers import pipeline |
| >>> generator = pipeline("text2text-generation", model="diversifix/diversiformer") |
| >>> generator('Ersetze "Schüler" durch "Schülerin oder Schüler": Die Schüler kamen zu spät.', max_length=500) |
| ``` |
|
|
| ## License |
|
|
| Diversiformer. Transformer model for inclusive language. |
|
|
| Copyright (C) 2022 [Diversifix e. V.](mailto:vorstand@diversifix.org) |
|
|
| This program is free software: you can redistribute it and/or modify |
| it under the terms of the GNU General Public License as published by |
| the Free Software Foundation, either version 3 of the License, or |
| (at your option) any later version. |
|
|
| This program is distributed in the hope that it will be useful, |
| but WITHOUT ANY WARRANTY; without even the implied warranty of |
| MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
| GNU General Public License for more details. |
|
|
| You should have received a copy of the GNU General Public License |
| along with this program. If not, see <https://www.gnu.org/licenses/>. |
|
|
