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ArgumentMining-EN-ARI-US2016
raruidol/ArgumentMining-EN-ARI-US2016
ArgumentMining-EN-ARI-US2016 is a text classification model from raruidol. 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-nc-sa-4.0.
Argument Mining model trained with English (EN) data for the Argument Relation Identification (ARI) task using the US2016 corpus (ArgumentMining-EN-ARI-US2016).
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- cc-by-nc-sa-4.0
- Model type
- roberta
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- May 29, 2024
- SHA
- 065b59a9
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Model card
From the Hugging Face model README
Argument Relation Mining
Argument Mining model trained with English (EN) data for the Argument Relation Identification (ARI) task using the US2016 corpus (ArgumentMining-EN-ARI-US2016).
Best performing model trained in the "Transformer-Based Models for Automatic Detection of Argument Relations: A Cross-Domain Evaluation" paper.
Code available in https://github.com/raruidol/ArgumentRelationMining
Cite:
@article{ruiz2021transformer,
author = {R. Ruiz-Dolz and J. Alemany and S. Barbera and A. Garcia-Fornes},
journal = {IEEE Intelligent Systems},
title = {Transformer-Based Models for Automatic Identification of Argument Relations: A Cross-Domain Evaluation},
year = {2021},
volume = {36},
number = {06},
issn = {1941-1294},
pages = {62-70},
doi = {10.1109/MIS.2021.3073993},
publisher = {IEEE Computer Society}
}
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- License
- cc-by-nc-sa-4.0
- Created
- Mar 2, 2022
- Updated
- May 29, 2024