Abdou Youssef

George Washington University — United States

Computer Science · Physical Sciences

15h-index840citations100works0.42yr avg
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Research Topics

Mathematics, Computing, and Information Processing(30), Natural Language Processing Techniques(19), Topic Modeling(15), Algorithms and Data Compression(15), Advanced Database Systems and Queries(12)

Publications100 total

Boosting Math Problem Solving in Small LLMs via Ensembles
Lecture notes in computer science·2025
Combining Discrete Wavelet and Cosine Transforms for Efficient Sentence Embedding
arXiv (Cornell University)·2025Open Access
Semantic Compression for Word and Sentence Embeddings using Discrete Wavelet Transform
arXiv (Cornell University)·2025Open Access
Using LLMs for Evaluating QA Systems: Exploration and Assessment
2024· 1 cited
Combining Discrete Wavelet and Cosine Transforms for Efficient Sentence Embedding
2024Open Access
Semantic Compression for Word and Sentence Embeddings using Discrete Wavelet Transform
2024· 1 citedOpen Access
Using Large Language Models to Automate Annotation and Part-of-Math Tagging of Math Equations
Lecture notes in computer science·2024· 1 cited
Math Function Recognition with Fine-Tuning Pre-Trained Models
International Journal on Cybernetics & Informatics·2023· 1 citedOpen Access
Care4Lang at MEDIQA-Chat 2023: Fine-tuning Language Models for Classifying and Summarizing Clinical Dialogues
2023· 3 citedOpen Access
Math Chunking and Function Recognition using Deep Learning
2022· 2 cited
A general-purpose method for applying Explainable AI for Anomaly Detection
arXiv (Cornell University)·2022· 1 citedOpen Access
Comparative Verification of the Digital Library of Mathematical Functions and Computer Algebra Systems
arXiv (Cornell University)·2022· 7 citedOpen Access
A General-Purpose Method for Applying Explainable AI for Anomaly Detection
Lecture notes in computer science·2022· 14 cited
Deep Sentence Denoising beyond Grammatical Error Correction
2021 IEEE International Conference on Big Data (Big Data)·2021
GOT: Testing for Originality in Natural Language Generation
2021Open Access
Towards Math Terms Disambiguation Using Machine Learning
Lecture notes in computer science·2021· 6 cited
A Study into Math Document Classification using Deep Learning
2020Open Access
Performance Benchmarking of Automated Sentence Denoising using Deep Learning
2020· 3 cited
Discriminative Pattern Mining for Natural Language Metaphor Generation
2020· 4 cited
Math-word embedding in math search and semantic extraction
Scientometrics·2020· 36 citedOpen Access
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Frequent Co-authors

Bruce R. Miller(6), Moritz Schubotz(6), Howard S. Cohl(5), Moody Ebrahem Altamimi(4), Béla Gipp(3), Volker Markl(3), André Greiner-Petter(3), Christine Hines(3), Bruce W. Arden(3), Akiko Aizawa(2), Rana Salama(2), Jennifer Brooks(2), Youngser Park(1), Carey E. Priebe(1), А. В. Григорьев(1), Marcus Leich(1), Norman Meuschke(1), Isaac D. Scherson(1), Terry Ruas(1), Aly Fahmy(1)