Ahmed Elnaggar

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 14

Top Topics

Transfer Learning

Term Dependencies

Top Venues

Publications

Ahmed Elnaggar
A journey into the Generative AI and large language models: From NLP to BioInformatics. ICGI (2023)
Ahmed Elnaggar, Hazem Essam, Wafaa Salah-Eldin, Walid Moustafa, Mohamed Elkerdawy, Charlotte Rochereau, Burkhard Rost
Ankh: Optimized Protein Language Model Unlocks General-Purpose Modelling. CoRR (2023)
Ahmed Elnaggar, Michael Heinzinger, Christian Dallago, Ghalia Rehawi, Yu Wang, Llion Jones, Tom Gibbs, Tamas Feher, Christoph Angerer, Martin Steinegger, Debsindhu Bhowmik, Burkhard Rost
ProtTrans: Toward Understanding the Language of Life Through Self-Supervised Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44 (10) (2022)
Mohab Ghanem, Ahmed Elnaggar, Adam Mckinnon, Christian Debes, Olivier Boisard, Florian Matthes
Automated Employee Objective Matching Using Pre-trained Word Embeddings. EDOC (2021)
Ahmed Elnaggar, Wei Ding, Llion Jones, Tom Gibbs, Tamas Feher, Christoph Angerer, Silvia Severini, Florian Matthes, Burkhard Rost
CodeTrans: Towards Cracking the Language of Silicone's Code Through Self-Supervised Deep Learning and High Performance Computing. CoRR (2021)
Ahmed Elnaggar, Michael Heinzinger, Christian Dallago, Ghalia Rihawi, Yu Wang, Llion Jones, Tom Gibbs, Tamas Feher, Christoph Angerer, Martin Steinegger, Debsindhu Bhowmik, Burkhard Rost
ProtTrans: Towards Cracking the Language of Life's Code Through Self-Supervised Deep Learning and High Performance Computing. CoRR (2020)
Michael Heinzinger, Ahmed Elnaggar, Yu Wang, Christian Dallago, Dmitrii Nechaev, Florian Matthes, Burkhard Rost
Modeling aspects of the language of life through transfer-learning protein sequences. BMC Bioinform. 20 (1) (2019)
Ahmed Elnaggar, Bernhard Waltl, Ingo Glaser, Jörg Landthaler, Elena Scepankova, Florian Matthes
Stop Illegal Comments: A Multi-Task Deep Learning Approach. CoRR (2018)
Ahmed Elnaggar, Christoph Gebendorfer, Ingo Glaser, Florian Matthes
Multi-Task Deep Learning for Legal Document Translation, Summarization and Multi-Label Classification. AICCC (2018)
Jörg Landthaler, Ömer Uludag, Gloria Bondel, Ahmed Elnaggar, Saasha Nair, Florian Matthes
A Machine Learning Based Approach to Application Landscape Documentation. PoEM (2018)
Ahmed Elnaggar, Bernhard Waltl, Ingo Glaser, Jörg Landthaler, Elena Scepankova, Florian Matthes
Stop Illegal Comments: A Multi-Task Deep Learning Approach. AICCC (2018)
Ahmed Elnaggar, Robin Otto, Florian Matthes
Named-Entity Linking Using Deep Learning For Legal Documents: A Transfer Learning Approach. CoRR (2018)
Ahmed Elnaggar, Robin Otto, Florian Matthes
Deep Learning for Named-Entity Linking with Transfer Learning for Legal Documents. AICCC (2018)
Ahmed Elnaggar, Christoph Gebendorfer, Ingo Glaser, Florian Matthes
Multi-Task Deep Learning for Legal Document Translation, Summarization and Multi-Label Classification. CoRR (2018)