Towards building a standard dataset for Arabic keyphrase extraction evaluation. - Muhammad Helmy; Marco Basaldella; Eddy Maddalena; Stefano Mizzaro; Gianluca Demartini (IALP, 2016)

Leveraging Arabic morphology and syntax for achieving better keyphrase extraction. - Muhammad Helmy; Dario De Nart; Dante Degl'Innocenti; Carlo Tasso (IALP, 2016)

Exploiting and Evaluating a Supervised, Multilanguage Keyphrase Extraction pipeline for under-resourced languages. - Marco Basaldella; Muhammad Helmy; Elisa Antolli; Mihai Horia Popescu; Giuseppe Serra 001; Carlo Tasso (RANLP, 2017)

Applying Deep Learning for Arabic Keyphrase Extraction. - Muhammad Helmy; R. M. Vigneshram; Giuseppe Serra 001; Carlo Tasso (ACLING, 2018)