Daria Galimzianova
Daria Galimzianova has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining, Reasoning, Information retrieval & search; often with Alexander Panchenko, Artem Vazhentsev, Ekaterina Fadeeva.
OpenAlex · h-index 2 · 17 works · 18 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 15 times in our library · ⭐ Paper Stars ranking: #9008
Fields, topics and concepts
📚 Shelves 10The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksCognitive Neuroscience · 1 workExperimental and Cognitive Psychology · 1 workNeuroscience · 1 workPhilosophy · 1 workPsychology · 1 workArtificial Intelligence · 1 workComputer Science · 1 workComputer Vision and Pattern Recognition · 1 workLanguage and Linguistics · 1 work
🧭 Topics 3Research subjects and languages the work is about.Information retrieval & search · 1 workLanguage models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home (2025 · 21 citations)
Adaptive retrieval lets an LLM decide for each question whether it needs external documents. The goal is to keep the accuracy benefits of RAG without paying for retrieval that is unnecessary or even misleading. Recent pipelines for this task are usually judged on answer quality and retrieval counts. They rarely… - ThinkBooster: A Unified Framework for Seamless Test-Time Scaling of LLM Reasoning (2026)
Research on test-time compute (TTC) scaling for LLM reasoning is scattered. Methods are tested under different protocols, model setups and budgets. Most papers report accuracy but not cost, and released code is rarely ready for production. ThinkBooster addresses this with a single open-source framework (MIT license)…
Co-authors here
- Alexander Panchenko
- Artem Vazhentsev
- Ekaterina Fadeeva
- Irina Nikishina
- Jingwei Ni
- Maria Marina
- Mikhail Salnikov
- Minh Ngoc Ta
- Nikolay Ivanov
- Sergey Pletenev
- Tianyi Wu
- Vasily Konovalov
Venues
Cited by
Updated
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