Scholar
Mohab Elkaref
Google Scholar ID: e0dPOagAAAAJ
Research Scientist, IBM Research UK
Citations & Impact
Citations
67
H-index
4
i10-index
1
Publications
20
Co-authors
3
list available
Contact
No contact links provided.
Publications
Resume (English only)
Academic Achievements
- Verifiable Chemical Reasoning through Tool-Calling Agentic Workflow, Gabrielle Gaudeau, Shinnosuke Tanaka et al., NeurIPS 2025
- QGen Studio: An Adaptive Question-Answer Generation, Training and Evaluation Platform, Movina Moses, Mohab Elkaref et al., AAAI 2025
- NLPeople at L+M-24 Shared Task: An Ensembled Approach for Molecule Captioning from SMILES, Shinnosuke Tanaka, Carol Mak et al., ACL 2024
- NLPeople at TextGraphs-17 Shared Task: Chain of Thought Questioning to Elicit Decompositional Reasoning, Movina Moses, Vishnudev Kuruvanthodi et al., ACL 2024
- KnowledgeHub: An end-to-end Tool for Assisted Scientific Discovery, Shinnosuke Tanaka, James Barry et al., IJCAI 2024
- NLPeople at NADI 2023 Shared Task: Arabic Dialect Identification with Augmented Context and Multi-Stage Tuning, Mohab Elkaref, Movina Moses et al., EMNLP 2023
- NLPeople at SemEval-2023 Task 2: A Staged Approach for Multilingual Named Entity Recognition, Mohab Elkaref, Nathan Herr et al., ACL 2023
- Automatic, physical data extraction from scientific publications for application to generative molecular design in computational materials discovery, Ronaldo Giro, Mohab Elkaref et al., APS March Meeting 2023
Research Experience
- Since joining IBM, his research covers a broader range of Natural Language Processing, Understanding, and Generation tasks, including Named Entity Recognition, Relation Extraction, and Question Answering, as well as deep learning techniques that improve and/or bridge these tasks.
Education
- PhD from the University of Birmingham, where his research revolved around Dependency Parsing and Deep Learning.
Background
- A Staff Research Scientist focusing on Natural Language Processing. His research interests include Dependency Parsing, Deep Learning, Named Entity Recognition, Relation Extraction, and Question Answering.
Miscellany
- Top collaborators include Geeth de Mel, Shinnosuke Tanaka, Movina Moses, and James Barry. Work location is at IBM Research Europe - United Kingdom, Daresbury, England.
