Enas Khwaileh

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Current Research

Understanding Hallucinations in Large Language

Current Project 2025

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Structured-aware Embeddings Interactive Dataset Search -- TABERTA

Current Project 2024/2025

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  • In collaboration with University of Maryland, Baltimore County (USA) and Kolon University and under supervision of Yannis Velegrakis

Matching Denormalized Schemas with Joinable Paths

Current Project 2024/2025

More insights to explore

  • In collaboration with University of Maryland, Baltimore County (USA) and Kolon University and under supervision of Yannis Velegrakis

Intent-based Dataset Discovery

2023-current 2024/2025

Expand Miraculous to explain dataset usefulness

  • In collaboration with Aalborg University (Denmark) Supervised by Yannis Velegrakis

Publications

(2025/3) Dataset Discovery using Semantic Matching Khwaileh, Enas; Velegrakis, Yannis © 2025 Copyright held by the owner/author(s). Published in Proceedings of the 28th International Conference on Extending Database Technology (EDBT), 25th March-28th March, 2025, ISBN 978-3-89318-099-8 on OpenProceedings.org. Distribution of this paper is permitted under the terms of the Creative Commons license CC-by-nc-nd 4.0. https://openproceedings.org/2025/conf/edbt/paper-198.pdf

(2020/8) An Optimized Dynamic Trickle Algorithm for Media Technology Khwaileh, Enas; Muneer Bani Yassein, Omar Al Zoubi. International Journal on Communications Antenna and Propagation. DOI: 10.15866/irecap.v10i4.193

(2020/01/01) Question to Question Similarity Analysis Using Morphological, Syntactic, Semantic, and Lexical Features Khwaileh, Enas; Mahmoud M Hammad, Mohammad Al-Smadi, Qanita Bani Baker, Nour Al-khdour, Mutaz Bni Younes,. Journal of Universal Computer Science, vol. 26, no. 6 (2020), 671-697

(2020/12) ELMo-NB at SemEval-2020 Task 7: Assessing Sense of Humor in EditedNews Headlines Using ELMo and NB. Khwaileh, Enas; Muntaha A Al-As’ad. Proceedings of the Fourteenth Workshop on Semantic Evaluation 1001-1007. DOI:10.18653/v1/2020.semeval-1.130

(2019/11/3) Question to Question Similarity Analysis using Morphological, Syntactic, Semantic, and Lexical Features Khwaileh, Enas; Muntaha Al-Asa'd, Nour Al-Khdour, Mutaz Bni Younes, Mahmoud Hammad, AL-Smadi Mohammad. 2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA) DOI:10.1109/AICCSA47632.2019.9035248

Teaching

Skills

Empowering Seamless Data Exploration and Integration for Smarter Solutions

Deep and Machine learning with Python (numpy, pandas, pyplot, sklearn, TensorFlow) 100%
Natural Language Processing and Database Federations (GPT, S-BERT, BERT)100%
Frontend: API's infrastructure (HTML, CSS, JavaScript)85%
RDBMS (Oracle Databse, PostgreSQL), NoSQL(MongoDB), Graph Database (Neo4j), and Vectors Database (PGVector, Qdrant, Chroma)100%