- 2021 인공지능 창의융합형 인재양성 과정 - finalproject
- 기간 : 2021.10.14 ~ 2021.12.06
- KoBERT를 활용한 혐오표현 탐지 및 욕설 마스킹/순화 표현 추천 기능을 갖춘 웹페이지 구현
- Notion link: https://bit.ly/3pmcR2A
- Back-End: Python
- Front-End: CSS,HTML,Javascript
- Framework: Flask
- Library: BERT,GluonNLP,Mxnet,Pytorch,Sentencepiece,Transformers
- IDE: Colab,groomide
- Collaboration: Notion,Slack
- pip install mxnet
- pip install gluonnlp
- pip install sentencepiece
- pip install transformers==3.0.2
- pip install git+https://[email protected]/SKTBrain/KoBERT.git@master
- pip install xlrd
- pip3 install torch==1.10.0+cpu torchvision==0.11.1+cpu torchaudio==0.10.0+cpu -f https://download.pytorch.org/whl/cpu/torch_stable.html
- pip install openpyxl