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roberta-target-demographic-classifier
tum-nlp/roberta-target-demographic-classifier
roberta-target-demographic-classifier is a text classification model from tum-nlp. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as cc-by-4.0.
The roBERTa-based target-demographic classifier is finetuned on the CONAN dataset for classifying whether a response's content is about one or multiple of the 8 target demographics, based on the topic classifier cardi…
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- cc-by-4.0
- Model type
- roberta
- Access
- Public
- Created
- Jul 7, 2023
- Updated
- Jul 7, 2023
- SHA
- ad94c445
Try a prompt
Model card
From the Hugging Face model README
Target-Demographic Classifier
<!-- Provide a quick summary of what the model is/does. -->The roBERTa-based target-demographic classifier is finetuned on the CONAN dataset for classifying whether a response's content is about one or multiple of the 8 target demographics, based on the topic classifier cardiffnlp/tweet-topic-21-multi
Currently trained for the following classes: ["MIGRANTS", "POC", "LGBT+", "MUSLIMS", "WOMEN", "JEWS", "other", "DISABLED"]
Uses
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->The model is intended for classifying LM-generated dialogue responses, and evaluating their relevancy to the given input sequence.
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- License
- cc-by-4.0
- Languages
- en
- Created
- Jul 7, 2023
- Updated
- Jul 7, 2023