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electra_german_uncased_offensive_language_politicians
mox/electra_german_uncased_offensive_language_politicians
electra_german_uncased_offensive_language_politicians is a text classification model from mox. Use it when you need a label for a piece of text. It is set up for transformers.
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- electra
- Access
- Public
- Created
- Mar 12, 2023
- Updated
- Mar 24, 2023
- SHA
- 88d44aa7
Model card
From the Hugging Face model README
Full model card will be added soon.
"german-nlp-group/electra-base-german-uncased"-Model finetuned on an offensive language task. The dataset of 1250 samples was manually labeled into two categories, namely "HOF" (Hate or Offensive Language) and "NOT2 (No Hate or Offensive Language). Anntation guidelines were taken from the Germeval 2019 Task 2 (https://www.zora.uzh.ch/id/eprint/178687/1/GermEvalSharedTask2019Iggsa.pdf). The model achieved an F1-Score of 0.89 on the test data set.
A detailed model card will be added soon with a more precise evaluation and with the train/test datasets.
- Task
- Text Classification
- Library
- transformers
- Type
- electra
- Languages
- de
- Created
- Mar 12, 2023
- Updated
- Mar 24, 2023