Afraa Alshammari

According to our database, Afraa Alshammari authored at least 4 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Advancing Active Learning with Ensemble Strategies.

Naif Alatrush, Sultan Alsarra, Afraa Alshammari, Luay Abdeljaber, Niamat Zawad, Latifur Khan, Patrick T. Brandt, Javier Osorio, Vito D'Orazio

Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing, 2025

The Devil is in the Details: Assessing the Effects of Machine-Translation on LLM Performance in Domain-Specific Texts.

Javier Osorio, Afraa Alshammari, Naif Alatrush, Dagmar Heintze, Amber Converse, Sultan Alsarra, Latifur Khan, Patrick T. Brandt, Vito D'Orazio

Proceedings of Machine Translation Summit XX: MTSummit 2025, 2025

Active Learning for Medical Text Classification: Insights from Ophthalmology and Broader Medical Domains.

Luay Abdeljaber, Naif Alatrush, Sultan Alsarra, Mahrusa Billah, Afraa Alshammari, Latifur Khan

Proceedings of the 13th IEEE International Conference on Healthcare Informatics, 2025

2024

Keep it Local: Comparing Domain-Specific LLMs in Native and Machine Translated Text using Parallel Corpora on Political Conflict.

Javier Osorio, Sultan Alsarra, Amber Converse, Afraa Alshammari, Dagmar Heintze, Latifur Khan, Naif Alatrush, Patrick T. Brandt, Vito D'Orazio, Niamat Zawad, Mahrusa Billah

Proceedings of the 2nd International Conference on Foundation and Large Language Models, 2024