| 2018 | CICLING | Arabic Named Entity Recognition Using Clustered Word Embedding. | Caroline Sabty, Mohamed Elmahdy, Slim Abdennadher |
| 2018 | LREC | Collection and Analysis of Code-switch Egyptian Arabic-English Speech Corpus. | Injy Hamed, Mohamed Elmahdy, Slim Abdennadher |
| 2017 | RANLP | Multi-Lingual Phrase-Based Statistical Machine Translation for Arabic-English. | Ahmed Bastawisy, Mohamed Elmahdy |
| 2016 | AICCSA | Crosslingual automatic diacritization for Egyptian Colloquial Dialect. | Ayman A. Zayyan, Mohamed Elmahdy, Husniza Binti Husni, Shahrul Azmi Yousf |
| 2014 | LREC | Development of a TV Broadcasts Speech Recognition System for Qatari Arabic. | Mohamed Elmahdy, Mark Hasegawa-Johnson, Eiman Mustafawi |
| 2014 | LREC | Automatic Long Audio Alignment and Confidence Scoring for Conversational Arabic Speech. | Mohamed Elmahdy, Mark Hasegawa-Johnson, Eiman Mustafawi |
| 2011 | ICASSP | Rapid phonetic transcription using everyday life natural Chat Alphabet orthography for dialectal Arabic speech recognition. | Mohamed Elmahdy, Rainer Gruhn, Slim Abdennadher, Wolfgang Minker |
| 2010 | Interspeech | Cross-lingual acoustic modeling for dialectal Arabic speech recognition. | Mohamed Elmahdy, Rainer Gruhn, Wolfgang Minker, Slim Abdennadher |