Question generation is an important yet challenging problem in Artificial Intelligence (AI),
which aims to generate natural and relevant questions from various input formats, eg …

Personalized recommendation serves as a ubiquitous channel for users to discover
information tailored to their interests. However, traditional recommendation models primarily …

Automatic question generation (AQG) is the task of generating a question from a given
passage and an answer. Most existing AQG methods aim at encoding the passage and the …

Incorporating conversational context and knowledge into dialogue generation models has
been essential for improving the quality of the generated responses. The context, comprising …

Question Generation (QG) is the task of generating questions according to the given
contexts. Most of the existing methods are based on Recurrent Neural Networks (RNNs) for …

There has been a lot of work in question generation where different methods to provide
target answers as input, have been employed. This experimentation has been mostly carried …

Recent technology developments are rapidly bringing new innovations to many fields but
education. Indeed, since the Prussia educational revolution [233] that largely shaped the …

This thesis focuses on personalized learning in education, a promising and effective means
of learning where the instructions, educational materials, learning paths, analytics, and …