Vera Pavlova
Vera Pavlova has 2 papers in our library, in 2023–2026, most of them on Semitic languages, Information retrieval & search, English.
OpenAlex · h-index 2 · 7 works · 8 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 4 times in our library · ⭐ Paper Stars ranking: #10446
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksInformation Systems · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 3Research subjects and languages the work is about.English · 1 workInformation retrieval & search · 1 workSemitic languages · 1 work
Works by year
2020s
Papers
- Leveraging Domain Adaptation and Data Augmentation to Improve Qur'anic IR in English and Arabic (2023 · 6 citations)
The paper tackles retrieval of relevant Qur'anic verses for a user question, in both English and Arabic. Neural retrievers need far more training data than exists for this domain. The author's recipe is to train first on large general-domain data, then continue on in-domain data. In-domain data is enlarged with an… - MOSAIC: Masked Objective with Selective Adaptation for In-domain Contrastive Learning (2026)
General-purpose text embedding models are pretrained on huge corpora that specialized fields cannot match, so they often lack domain knowledge.
Venues
- Arabic Natural Language Processing Conference (ArabicNLP): ArabicNLP 2023
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
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