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Unverified Commit 52585e40 authored by Nguyen Van Nha's avatar Nguyen Van Nha Committed by GitHub
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create README.md (#8682)



* create README.md

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Co-authored-by: default avatarJulien Chaumond <chaumond@gmail.com>
parent b5187e31
---
language: vn
---
# BERT for Vietnamese is trained on more 20 GB news dataset
Apply for task sentiment analysis on using [AIViVN's comments dataset](https://www.aivivn.com/contests/6)
The model achieved 0.90268 on the public leaderboard, (winner's score is 0.90087)
Bert4news is used for a toolkit Vietnames(segmentation and Named Entity Recognition) at ViNLPtoolkit(https://github.com/bino282/ViNLP)
***************New Mar 11 , 2020 ***************
**[BERT](https://github.com/google-research/bert)** (from Google Research and the Toyota Technological Institute at Chicago) released with the paper [BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding](https://arxiv.org/abs/1810.04805).
We use word sentencepiece, use basic bert tokenization and same config with bert base with lowercase = False.
You can download trained model:
- [tensorflow](https://drive.google.com/file/d/1X-sRDYf7moS_h61J3L79NkMVGHP-P-k5/view?usp=sharing).
- [pytorch](https://drive.google.com/file/d/11aFSTpYIurn-oI2XpAmcCTccB_AonMOu/view?usp=sharing).
Run training with base config
``` bash
python train_pytorch.py \
--model_path=bert4news.pytorch \
--max_len=200 \
--batch_size=16 \
--epochs=6 \
--lr=2e-5
```
### Contact information
For personal communication related to this project, please contact Nha Nguyen Van (nha282@gmail.com).
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