🌐 whereami

• 2019-- : Applying Science at the Microsoft Translator team.

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Disclaimer: **Nothing** in my profile, repositories, commits, posts, or responses is related to or represents the interests or opinions of any of my employers unless otherwise **explicitly** noted.

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📃 Publications

Year	Title	Tags	Authors	Links
2021	Adapting MARBERT for Improved Arabic Dialect Identification: Submission to the NADI 2021 Shared Task	EACL, WANLP (2021); Dialect Classification; SOTA	Badr AlKhamissi, Mohamed Gabr, Muhammad ElNokrashy, Khaled Essam	conf., RG
2020	Deep Diacritization: Efficient Hierarchical Recurrence for Improved Arabic Diacritization	COLING, WANLP (2020); Diacritization; SOTA	Badr AlKhamissi, Muhammad N. ElNokrashy, Mohamed Gabr	conf., arXiv, code, PWC
2020	Score Combination for Improved Parallel Corpus Filtering for Low Resource Conditions	WMT (2020); Low Resource	Muhammad N. ElNokrashy, Amr Hendy, Mohamed Abdelghaffar, Mohamed Afify, Ahmed Tawfik, Hany Hassan Awadalla	conf.

🍽 whats-cooking

Low resource learning

• Meta learning
• Data filtering
• Curriculum learning

Machine intelligence: fast and slow

• Classical (nimble) expert systems
• Modern (slow, lumbering) machine learning systems
• Combining both
• Sequence/behavior modeling

Programming language theory

• Adding refinement typing and logical typing to hobby language
• Writing compiler of hobby language