PaulTran/vietnamese_essay_identify

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}
}