Vera Pavlova
6 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
Venues
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Research topics
Machine Learning
(6)
Natural Language Processing
(5)
Application Areas
(4)
Applications
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Resources & Methods
(3)
Core AI
(2)
Learning Types · Deep Learning
(2)
Healthcare & Medicine
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Keywords
domain adaptation
(5)
language model
(3)
semantic search
(2)
neural retrieval
(2)
multilingual information retrieval
(2)
information retrieval
(2)
cross-lingual retrieval
(2)
named entity recognition
(1)
passage retrieval
(1)
continued pretraining
(1)
text retrieval
(1)
text embedding
(1)
lightweight model
(1)
masked language modeling
(1)
neural information retrieval
(1)
biomedical nlp
(1)
bilingual model
(1)
biomedical language model
(1)
weight distillation
(1)
masking strategy
(1)
Papers
MOSAIC: Masked Objective with Selective Adaptation for In-domain Contrastive Learning
EACL 2026
Efficient and Versatile Model for Multilingual Information Retrieval of Islamic Text: Development and Deployment in Real-World Scenarios
EMNLP 2025
Multi-stage Training of Bilingual Islamic LLM for Neural Passage Retrieval
COLING 2025
Building an Efficient Multilingual Non-Profit IR System for the Islamic Domain Leveraging Multiprocessing Design in Rust
EMNLP 2024
BIOptimus: Pre-training an Optimal Biomedical Language Model with Curriculum Learning for Named Entity Recognition
ACL 2023
Leveraging Domain Adaptation and Data Augmentation to Improve Qur’anic IR in English and Arabic
EMNLP 2023