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customer-feedback-classifier's Introduction

SamsungCard Customer Feedback Classifier Competition

Contributor

박지훈 박인창 이헌득
image image
Github Github Github

Result

※ 전체 3위 (정확도 기준 1위 - 약 96%)

1. Introduction

  • RoBERTa, KoBERT, KoELECTRA benchmark
  • Framework
  1. Preprocessing with KoSpacing, py-hanspell
  2. Oversampling to Data Augument
  3. Ensemble

Project Tree

DocVQA
├─ configs
│  └─ baseline.yaml
├─ dataloader
│  └─ custom_dataloader.py
├─ model
│  ├─ custom_model_old.py
│  └─ custom_model.py
├─ trainer
│  └─ BaselineTrainer.py
├─ utils
│  ├─ metric.py
│  ├─ seed.py
│  └─ wandb.py
├─ .gitignore
├─ requirements.txt
├─ train.py
└─ inference.py

Reference

  • KoELECTRA
  • KoBERT
  • Klue/RoBERTa
  • PyKoSpacing
  • py-hanspell

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