ReINTEL Challenge 2020: Exploiting Transfer Learning Models for Reliable Intelligence Identification on Vietnamese Social Network Sites
This repo contains the code of the following paper:
ReINTEL Challenge 2020: Exploiting Transfer Learning Models for Reliable Intelligence Identification on Vietnamese Social Network Sites Kim Nguyen Thi Thanh, Kiet Nguyen Van
In this paper, we use transfer learning models for Reliable news classification
This project shows how to use text CNN, biLSTM, finetune PhoBERT and bert4news for reliabel classification using ReINTEL's dataset.
The model scored 0.9452 on the public leaderboard
PhoBERT fine tuning base on this project: https://github.com/suicao/PhoBert-Sentiment-Classification
bert4news fine tuning base on this project: https://github.com/bino282/bert4news
follow several line of .ipynb file to get requirement library and file
recommended using google colab and enable gpu to re-run this code.