2nd place in #MakeSocialMediaFairAgain task on HackYeah 2022

#MakeSocialMediaFairAgain was a task presented by UKNF - Polish Financial Supervision Authority.

Our aim was to automate process of Financial Scam Tweet recognition. We used Zero-shot learning model for NLI problem (backed by expert knowledge), Computer Vision algorithm with Transfer Learning and Search engine based on polish sentence encoder.

Source code

Source code is available on Github:

  • Backend module - Twitter/Nitter scraper, data analysis and REST api submodules. Written in Python.
  • Frontend module - dashboard. Dynamic web application written in Flutter.

Powerpoint presentation in Polish is available here.