Deep Learning for Sentiment Analysis of Arabic Text. - Ayah Soufan (ArabWIC, 2019)

Untangling the Concept of Task in Information Seeking and Retrieval. - Ayah Soufan; Ian Ruthven; Leif Azzopardi (ICTIR, 2021)

Searching the Literature: An Analysis of an Exploratory Search Task. - Ayah Soufan; Ian Ruthven; Leif Azzopardi (CHIIR, 2022)

Towards Understanding and Supporting Exploratory Searches. - Ayah Soufan (CHIIR, 2023)

Uncharted Territory: Understanding Exploratory Search Behaviours in Literature Reviews. - Ayah Soufan; Ian Ruthven; Leif Azzopardi (CHIIR, 2024)