Skip to content

Advanced Deep Learning 2022 fall @ NTU CSIE prof. Yun-Nung, Chen

Notifications You must be signed in to change notification settings

oscar-shih/ADL_2022fall

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

55 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

ADL_fall

Homework records

  • Hw1 -- Intent Classification & Slot Tagging
    • RNN-based model
    • Score: 20/20
  • Hw2 -- BERT Multiple Choice & Question Answering
    • Chinese-macbert
    • Score: 21/21
  • Hw3 -- mT5 Chinese News Summarization
    • mT5-small
    • Tw-rouge
    • Score: 20/22

Final Project -- CrossFit Classification Tasks with Parameter-Efficient Fine-Tuning

  • CrossFit
  • BART-based, T5-base, mT5 (Hugging Face)
  • MAML, Multitask Learning (PLM Fine-tuning Baseline)
  • Prefix Prompt (Google Prefix Prompt)
  • Adapter (Houlsby)

About

Advanced Deep Learning 2022 fall @ NTU CSIE prof. Yun-Nung, Chen

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published