Learning to Explain: Generating Stable Explanations Fast. - Xuelin Situ; Ingrid Zukerman; Cécile Paris; Sameen Maruf; Gholamreza Haffari (ACL/IJCNLP (1), 2021)

Lifelong Explainer for Lifelong Learners. - Xuelin Situ; Sameen Maruf; Ingrid Zukerman; Cécile Paris; Gholamreza Haffari (EMNLP (1), 2021)

Explaining the Outcomes of Deep Learning Models. - Xuelin Situ (2022)

Generating Simple, Conservative and Unifying Explanations for Logistic Regression Models. - Sameen Maruf; Ingrid Zukerman; Xuelin Situ; Cécile Paris; Gholamreza Haffari (INLG, 2024)