Domain Adaptation for Dependency Parsing via Self-Training. - Juntao Yu; Mohab Elkaref; Bernd Bohnet (IWPT, 2015)

A Simple LSTM model for Transition-based Dependency Parsing. - Mohab Elkaref; Bernd Bohnet (CoRR, 2017)

Deep learning applications for transition-based dependency parsing. - Mohab Elkaref (2018)

Fast or efficient? Strategy selection in the game Entropy Mastermind. - Lara Bertram; Florian Elsäßer; Albero Feduzi; Zsófia Gyarmathy; Weronika Kowalik; Aaliyah Onojaife; Mohab Elkaref; Eloisa Bentivegna; Jonathan D. Nelson (CogSci, 2021)

A Joint Training Approach to Tweet Classification and Adverse Effect Extraction and Normalization for SMM4H 2021. - Mohab Elkaref; Lamiece Hassan (SMM4H@NAACL-HLT, 2021)

Taxonomy-Guided Fine-Grained Entity Set Expansion. - Jinfeng Xiao; Mohab Elkaref; Nathan Herr; Geeth De Mel; Jiawei Han 001 (SDM, 2023)

NLPeople at SemEval-2023 Task 2: A Staged Approach for Multilingual Named Entity Recognition. - Mohab Elkaref; Nathan Herr; Shinnosuke Tanaka; Geeth De Mel (SemEval@ACL, 2023)

El-Kawaref at WojoodNER shared task: StagedNER for Arabic Named Entity Recognition. - Nehal Elkaref; Mohab Elkaref (ArabicNLP, 2023)

NLPeople at NADI 2023 Shared Task: Arabic Dialect Identification with Augmented Context and Multi-Stage Tuning. - Mohab Elkaref; Movina Moses; Shinnosuke Tanaka; James Barry; Geeth De Mel (ArabicNLP, 2023)

KnowledgeHub: An End-to-End Tool for Assisted Scientific Discovery. - Shinnosuke Tanaka; James Barry; Vishnudev Kuruvanthodi; Movina Moses; Maxwell J. Giammona; Nathan Herr; Mohab Elkaref; Geeth de Mel (IJCAI, 2024)

QGen Studio: An Adaptive Question-Answer Generation, Training and Evaluation Platform. - Movina Moses; Mohab Elkaref; James Barry; Shinnosuke Tanaka; Vishnudev Kuruvanthodi; Nathan Herr; Campbell D. Watson; Geeth De Mel (AAAI, 2025)

Zero-Shot Open-Schema Entity Structure Discovery. - Xueqiang Xu; Jinfeng Xiao; James Barry; Mohab Elkaref; Jiaru Zou; Pengcheng Jiang; Yunyi Zhang 001; Maxwell Giammona; Geeth de Mel; Jiawei Han 001 (CoRR, 2025)