Week 9: RNN

Announcements

Tuesday

Methods Section

  • Baseline

  • Benchmark

  • Your innovation

  • Figure

Results Section

  • Accuracy

  • Runtime

  • Table

  • Facts, not opinions

Discussion Section

  • Compare your results with results from other researchers.

  • What’s new? compared to your 'Related work' section

  • Limitations

  • Future work

Paper Example

  • Attention is all you need

  • Cited by 93627

  • NeurIPS 2017

  • The Paper

  • The three reviews

Programming Tips

  • Git

  • Pull Request(PR) Reviews

  • Continuous Integration & Deployment (CI/CD)

  • Slides in our shared Google Folder

Thursday

RNN

  • Recurrent Neural Network (RNN)

  • Textbooks

  • Courses slides

  • Example papers

  • Example code

LSTM

  • Long Short-Term Memory (LSTM)

  • Textbooks

  • Courses slides

  • Example Paper

  • Example Code