Sarah Alhumoud
Sarah Alhumoud has 3 papers in our library, in 2023–2026, most of them on Semitic languages, Language models & pretraining, Question answering; often with Waad Alshammari, Abdulrahman AlOsaimy, Afrah Altamimi.
OpenAlex · ORCID · h-index 13 · 40 works · 527 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 22 times in our library · ⭐ Paper Stars ranking: #8671
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 3 worksArts and Humanities · 3 worksComputer Science · 3 worksLanguage and Linguistics · 3 worksHealth Informatics · 1 workMedicine · 1 work
🧭 Topics 4Research subjects and languages the work is about.Semitic languages · 3 worksQuestion answering · 1 workLanguage models & pretraining · 1 workSentiment & emotion · 1 work
Works by year
2020s
Papers
- AraMed: Arabic Medical Question Answering using Pretrained Transformer Language Models (2024 · 16 citations)
AraMed targets a resource gap: medical question answering research has mostly used English data, and the Arabic medical QA corpora that exist are either tiny (ARmed, 350 questions) or small and skewed (CQA-MD, where truly relevant answers are about 4% of pairs). - KSAA-RD Shared Task: Arabic Reverse Dictionary (2023 · 10 citations)
The paper reports on KSAA-RD, the first shared task on Arabic reverse dictionaries. A reverse dictionary takes a description of a meaning and returns the matching word, which helps with tip-of-the-tongue cases. There were two tracks. In the monolingual RD track, systems read an Arabic gloss. In the cross-lingual CLRD… - When Bigger Isn't Better: Evaluating LLMs for Arabic Sentiment Analysis (2026)
The paper asks whether a small transformer fine-tuned for Arabic sentiment still beats general-purpose LLMs used through zero-shot prompting.
Co-authors here
- Waad Alshammari ×2
- Abdulrahman AlOsaimy
- Afrah Altamimi
- Ashwag Alasmari
- Asma Al Wazrah
- Halah Munif Alharbi
- Mohamed Ibrahim
- Rawan Al-Matham
Venues
- Workshop on Open-Source Arabic Corpora and Processing Tools with Shared Tasks ×2: Workshop on Open-Source Arabic Corpora and Processing Tools with Shared Tasks 2026, Workshop on Open-Source Arabic Corpora and Processing Tools with Shared Tasks 2024
- Arabic Natural Language Processing Conference (ArabicNLP): ArabicNLP 2023
Cited by
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