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Repository for project that won CUAI 4th Winter Conference with 1st place Award 🏆 (Grand Prize)

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DoyeonLim/KDrama-Chatbots

 
 

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KDrama-Chatbots

CUAI 4th Winter Conference Project Repository
Check out Paper at Link
Check out Presentation at Link

👪 Teammates

  • Seunguk Yu: School of Computer Science & Engineering in CAU
  • Sangryul Kim: School of Computer Science & Engineering in CAU
  • Jungjoon Kim: School of Applied Statistics in CAU
  • Gyungbin Park: School of Computer Science & Engineering in CAU
  • Haeun Lee: School of Computer Science & Engineering in CAU
  • 🙋‍♀️Doyeon Lim: School of Computer Science & Engineering in CAU

💡 Prototype

More Details at Link
skycastle

🚂 Pipeline

1. Data Collecting & Preprocessing

Get drama scripts from Netflix and refine text data

2. Chatbot Fine Tuning

Train Seq2seq, KoGPT2 chatbot model via QA form drama scripts

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Repository for project that won CUAI 4th Winter Conference with 1st place Award 🏆 (Grand Prize)

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  • Jupyter Notebook 55.8%
  • Python 44.2%