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vietnamese_essay_identify
PaulTran/vietnamese_essay_identify
vietnamese_essay_identify is a text classification model from PaulTran. Use it when you need a label for a piece of text. It is set up for transformers.
This is a finetuned PhoBERT model for essay categories classification.
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- roberta
- Access
- Public
- Created
- Apr 22, 2022
- Updated
- Oct 6, 2022
- SHA
- d4cc4833
Try a prompt
Model card
From the Hugging Face model README
This is a finetuned PhoBERT model for essay categories classification.
- At primary levels of education in Vietnam, students are introduced to 5 categories of essays:
- Argumentative - Nghị luận
- Expressive - Biểu cảm
- Descriptive - Miêu tả
- Narrative - Tự sự
- Expository - Thuyết minh
- This model will classify sentences into these 5 categories
The general architecture and experimental results of PhoBERT can be found in EMNLP-2020 Findings paper:
@article{phobert,
title = {{PhoBERT: Pre-trained language models for Vietnamese}},
author = {Dat Quoc Nguyen and Anh Tuan Nguyen},
journal = {Findings of EMNLP},
year = {2020}
}
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- Languages
- vi
- Created
- Apr 22, 2022
- Updated
- Oct 6, 2022