
English vocabulary difficulty
Predicting how hard an English word will be for learners with different first languages.
A student’s answer is evidence about their knowledge. It is not a complete description of it.
The Knowledge Prediction model estimates what a learner knows from their learning history. Those estimates help choose suitable activities and connect new material to existing knowledge. Our related vocabulary-difficulty work asks a complementary question: what makes a particular word hard for learners with different first languages?

Predicting how hard an English word will be for learners with different first languages.

Pavel Katunin on incremental teaching, reinforcement learning and the three models behind Glite’s approach.

Peter Romov on learner models, personalised teaching and combining different approaches to AI in education.