VenBioGen

Abstract

The goal of this project to generate fake biographies up to 20th centuries for people who lived in Venice.

Project Plan and Milestones

Milestone 1 (up to 1 October)

• Brainstorm project ideas
• Prepare presentation to present two ideas for the project

Milestone 2 (up to 14 November)

• Finalize project planning
• Build generative model
  • Finetune GPT-II model
  • Finetune Bert
• Examine generated biographies and think about further improvements

Milestone 3 (up to 20 November)

• Create frontend for interface
• Create backend for interface
• Figure our API

Milestone 4 (up to 5 December)

• Add post-processing date adjustment module
• Add historical realism enhancement module

Milestone 5 (up to 11 December)

• Evaluate our model
• Review code
• Finalize documentation
• Finalize report