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roberta-base-150T-argumentative-sentence-detector
pheinisch/roberta-base-150T-argumentative-sentence-detector
roberta-base-150T-argumentative-sentence-detector is a text classification model from pheinisch. Use it when you need a label for a piece of text. It is set up for transformers.
(this model might not be the optimal one for accomplishing the task)
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- roberta
- Access
- Public
- Created
- Nov 9, 2022
- Updated
- Nov 23, 2022
- SHA
- f8f15e99
Try a prompt
Datasets
Model card
From the Hugging Face model README
EXPERIMENTAL roberta-base-150T-argumentative-sentence-detector
(this model might not be the optimal one for accomplishing the task)
- Task: Detects whether a sentence is argumentative (1 - yes/ 0 - not) given the topic and the sentence itself.
- language: English
- dataset: Few-Shot-150T Corpus v1.1 (FS150T-Corpus) fine-tuned roberta-base
Performace on test data (threshold: 0.5)
{'accuracy': 0.7451388888888889,
'f1': 0.6690712353471596,
'precision': 0.733201581027668,
'recall': 0.615257048092869}
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- Languages
- en
- Created
- Nov 9, 2022
- Updated
- Nov 23, 2022