The INCLUDE Project

Help us make AI speak more languages!

INCLUDE is an academic initiative to make AI speak more languages and represent more regions & cultures.

To make this happen, we collect exams & quizzes in various languages.

Our goal is to use these resources to make AI systems more inclusive.

How you can collaborate

Participate

Express your interest by emailing us your name and the languages you feel confortable reading.

Find Exams

Search for school, practical, or professional exams - online, in textbooks, or anywhere else!

Collect Data

With our help, collect the questions and answers of the exams into a clear, structured format.

How to find exams

🎓

University exams (including entrance exams)

🏫

School exams

📚

Self-assessment tests in textbooks

💬

Language tests

🚗

Driving and marine license tests

⚖️

Professional certification exams (medicine, law, etc.)

🧠

Trivia-style games

Help us make AI speak your language

Share an exam!