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mdeberta_NLI_policy_2.0
rwillh11/mdeberta_NLI_policy_2.0
mdeberta_NLI_policy_2.0 is a machine learning model from rwillh11. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Model Card for Model ID This model detects whether a sentence contains a mention of a named social group.
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At a glance
- Model type
- deberta-v2
- Access
- Public
- Created
- Dec 4, 2024
- Updated
- Dec 19, 2024
- SHA
- 2e37c0fe
Model card
From the Hugging Face model README
Model Card for Model ID This model detects whether a sentence contains a mention of a named social group.
Model Details Model Description This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
Developed by: Will Horne, Alona Dolinsky, Lena Huber Language(s) (NLP): Multi-Lingual, Finetuned in English and German. Finetuned from mode: MoritzLaurer/mDeBERTa-v3-base-mnli-xnli Uses Model should be used to detect whether a policy directed towards a social group is contained in a sentence from political speech or text. Specific Hypotheses for NLI and use instructions to be added. Metrics Balanced Accuracy 0.875 F1 Macro: 0.868
- Type
- deberta-v2
- Created
- Dec 4, 2024
- Updated
- Dec 19, 2024